Methodology

Authors and titles for stat.ME in Oct 2023

[1]  arXiv:2310.00107 [pdf, other]

Title: Linear classification methods for multivariate repeated measures data -- a simulation study

Authors: Ricarda Graf, Marina Zeldovich, Sarah Friedrich

Subjects: Methodology (stat.ME)

[2]  arXiv:2310.00126 [pdf, other]

Title: Simulations for Meta-analysis of Magnitude Measures

Authors: Elena Kulinskaya, David C. Hoaglin

Comments: 56 pages, 33 figures

Subjects: Methodology (stat.ME)

[3]  arXiv:2310.00356 [pdf, other]

Title: Inference on volatility estimation with missing data: a functional data approach

Authors: Abdelbasset Djeniah, Mohamed Chaouch, Amina Angelika Bouchentouf

Subjects: Methodology (stat.ME)

[4]  arXiv:2310.00617 [pdf, other]

Title: Nonparametric priors with full-range borrowing of information

Authors: Filippo Ascolani, Beatrice Franzolini, Antonio Lijoi, Igor Prünster

Subjects: Methodology (stat.ME); Probability (math.PR); Statistics Theory (math.ST)

[5]  arXiv:2310.00803 [pdf, other]

Title: A Bayesian joint model for mediation analysis with matrix-valued mediators

Authors: Zijin Liu, Zhihui Liu, Ali Hosni, John Kim, Bei Jiang, Olli Saarela

Subjects: Methodology (stat.ME)

[6]  arXiv:2310.00861 [pdf, other]

Title: Degrees of Randomness in Rerandomization Procedures

Authors: Connor T. Jerzak, Rebecca Goldstein

Comments: For accompanying software, see this https URL

Subjects: Methodology (stat.ME)

[7]  arXiv:2310.00864 [pdf, other]

Title: Multi-Label Residual Weighted Learning for Individualized Combination Treatment Rule

Authors: Qi Xu, Xiaoke Cao, Geping Chen, Hanqi Zeng, Haoda Fu, Annie Qu

Subjects: Methodology (stat.ME)

[8]  arXiv:2310.00880 [pdf, other]

Title: A Bayesian Bootstrap for Mixture Models

Authors: Fuheng Cui, Stephen G. Walker

Comments: 16 pages, 6 figures

Subjects: Methodology (stat.ME); Computation (stat.CO)

[9]  arXiv:2310.01009 [pdf, other]

Title: Neyman-Pearson and equal opportunity: when efficiency meets fairness in classification

Authors: Jianqing Fan, Xin Tong, Yanhui Wu, Shunan Yao

Subjects: Methodology (stat.ME)

[10]  arXiv:2310.01076 [pdf, ps, other]

Title: A Pareto tail plot without moment restrictions

Authors: Bernhard Klar

Subjects: Methodology (stat.ME)

[11]  arXiv:2310.01182 [pdf, other]

Title: Multivariate Singular Spectrum Analysis by Robust Diagonalwise Low-Rank Approximation

Authors: Fabio Centofanti, Mia Hubert, Biagio Palumbo, Peter J. Rousseeuw

Subjects: Methodology (stat.ME); Computation (stat.CO)

[12]  arXiv:2310.01198 [pdf, other]

Title: Likelihood Based Inference for ARMA Models

Authors: Jesse Wheeler, Edward L. Ionides

Comments: The developmental version of the R package used in this paper is available at the following GitHub repository: git@github.com:jeswheel/arima2.git

Subjects: Methodology (stat.ME); Computation (stat.CO)

[13]  arXiv:2310.01238 [pdf, other]

Title: Quick and Consistent Sparsity Estimation for Streaming Images with Noise

Authors: Tingnan Gong

Subjects: Methodology (stat.ME)

[14]  arXiv:2310.01402 [pdf, other]

Title: Evaluating the Decency and Consistency of Data Validation Tests Generated by LLMs

Authors: Rohan Alexander, Lindsay Katz, Callandra Moore, Michael Wing-Cheung Wong, Zane Schwartz

Comments: 36 pages, 18 figures

Subjects: Methodology (stat.ME)

[15]  arXiv:2310.01575 [pdf, other]

Title: Derivation of outcome-dependent dietary patterns for low-income women obtained from survey data using a Supervised Weighted Overfitted Latent Class Analysis

Authors: Stephanie M. Wu, Matthew R. Williams, Terrance D. Savitsky, Briana J.K. Stephenson

Comments: 16 pages, 8 tables, 6 figures

Subjects: Methodology (stat.ME); Applications (stat.AP)

[16]  arXiv:2310.01589 [pdf, other]

Title: Approximate Marginal Likelihood Inference in Mixed Models for Grouped Data

Authors: Alex Stringer

Comments: Appendix sections will be "supplementary material" upon publication

Subjects: Methodology (stat.ME); Computation (stat.CO)

[17]  arXiv:2310.01748 [pdf, other]

Title: A generative approach to frame-level multi-competitor races

Authors: Tyrel Stokes, Gurashish Bagga, Kimberly Kroetch, Brendan Kumagai, Liam Welsh

Comments: 18 page, 9 Figures, 2 Tables

Subjects: Methodology (stat.ME); Applications (stat.AP)

[18]  arXiv:2310.01760 [pdf, other]

Title: Adaptive Functional Principal Component Analysis

Authors: Angel Garcia de la Garza, Britton Sauerbrei, Adam Hantman, Jeff Goldsmith

Subjects: Methodology (stat.ME); Applications (stat.AP)

[19]  arXiv:2310.01990 [pdf, other]

Title: Simultaneous inference procedures for the comparison of multiple characteristics of two survival functions

Authors: Robin Ristl, Heiko Götte, Armin Schüler, Martin Posch, Franz König

Subjects: Methodology (stat.ME)

[20]  arXiv:2310.02151 [pdf, ps, other]

Title: Estimation and inference for causal spillover effects in egocentric-network randomized trials in the presence of network membership misclassification

Authors: Ariel Chao, Donna Spiegelman, Ashley Buchanan, Laura Forastiere

Subjects: Methodology (stat.ME); Applications (stat.AP)

[21]  arXiv:2310.02169 [pdf, other]

Title: A framework for interpretation and testing of sparse canonical correlations

Authors: Nuria Senar, Mark van de Wiel, Aeilko Zwinderman, Michel Hof

Subjects: Methodology (stat.ME)

[22]  arXiv:2310.02272 [pdf, ps, other]

Title: Final models: A finalistic interpretation of statistical correlation

Authors: Dario Compagno (DICEN-IDF)

Subjects: Methodology (stat.ME)

[23]  arXiv:2310.02273 [pdf, other]

Title: A New measure of income inequality

Authors: K K Sudheesh, S Saparya

Subjects: Methodology (stat.ME); Statistics Theory (math.ST)

[24]  arXiv:2310.02278 [pdf, other]

Title: A Stable and Efficient Covariate-Balancing Estimator for Causal Survival Effects

Authors: Khiem Pham, David A. Hirshberg, Phuong-Mai Huynh-Pham, Michele Santacatterina, Ser-Nam Lim, Ramin Zabih

Comments: 32 pages, 5 figures

Subjects: Methodology (stat.ME); Machine Learning (stat.ML)

[25]  arXiv:2310.02292 [pdf, other]

Title: What you see is not what is there: Mechanisms, models, and methods for point pattern deviations

Authors: Peter Guttorp, Janine Illian, Joel Kostensalo, Mikko Kuronen, Mari Myllymäki, Aila Särkkä, Thordis L. Thorarinsdottir

Subjects: Methodology (stat.ME)

[26]  arXiv:2310.02507 [pdf, other]

Title: Inference of Sample Complier Average Causal Effects under Experiments with Completely Randomized Design and Computer Assisted Balance-Improving Designs

Authors: Zhen Zhong, Per Johansson, Junni L. Zhang

Comments: 42 pages, 2 figures

Subjects: Methodology (stat.ME); Statistics Theory (math.ST)

[27]  arXiv:2310.02600 [pdf, other]

Title: Neural Bayes Estimators for Irregular Spatial Data using Graph Neural Networks

Authors: Matthew Sainsbury-Dale, Jordan Richards, Andrew Zammit-Mangion, Raphaël Huser

Subjects: Methodology (stat.ME); Machine Learning (stat.ML)

[28]  arXiv:2310.02630 [pdf, other]

Title: A Markov-switching spatio-temporal ARCH model

Authors: Tzung Hsuen Khoo, Dharini Pathmanathan, Philipp Otto, Sophie Dabo-Niang

Subjects: Methodology (stat.ME)

[29]  arXiv:2310.02968 [pdf, other]

Title: Sampling depth trade-off in function estimation under a two-level design

Authors: Akira Horiguchi, Li Ma, Botond T. Szabó

Comments: 43 pages, 10 figures

Subjects: Methodology (stat.ME); Statistics Theory (math.ST)

[30]  arXiv:2310.03164 [pdf, other]

Title: A Hierarchical Random Effects State-space Model for Modeling Brain Activities from Electroencephalogram Data

Authors: Xingche Guo, Bin Yang, Ji Meng Loh, Qinxia Wang, Yuanjia Wang

Subjects: Methodology (stat.ME); Applications (stat.AP)

[31]  arXiv:2310.03521 [pdf, other]

Title: Cutting Feedback in Misspecified Copula Models

Authors: Michael Stanley Smith, Weichang Yu, David J. Nott, David Frazier

Subjects: Methodology (stat.ME); Econometrics (econ.EM); Statistics Theory (math.ST)

[32]  arXiv:2310.03630 [pdf, other]

Title: Model-based Clustering for Network Data via a Latent Shrinkage Position Cluster Model

Authors: Xian Yao Gwee, Isobel Claire Gormley, Michael Fop

Comments: 43 pages, 19 figures

Subjects: Methodology (stat.ME)

[33]  arXiv:2310.04030 [pdf, ps, other]

Title: Robust inference with GhostKnockoffs in genome-wide association studies

Authors: Xinran Qi, Michael E. Belloy, Jiaqi Gu, Xiaoxia Liu, Hua Tang, Zihuai He

Subjects: Methodology (stat.ME)

[34]  arXiv:2310.04082 [pdf, other]

Title: An energy-based model approach to rare event probability estimation

Authors: Lea Friedli, David Ginsbourger, Arnaud Doucet, Niklas Linde

Subjects: Methodology (stat.ME)

[35]  arXiv:2310.04165 [pdf, other]

Title: When Composite Likelihood Meets Stochastic Approximation

Authors: Giuseppe Alfonzetti, Ruggero Bellio, Yunxiao Chen, Irini Moustaki

Subjects: Methodology (stat.ME)

[36]  arXiv:2310.04578 [pdf, other]

Title: TNDDR: Efficient and doubly robust estimation of COVID-19 vaccine effectiveness under the test-negative design

Authors: Cong Jiang, Denis Talbot, Sara Carazo, Mireille E Schnitzer

Subjects: Methodology (stat.ME); Statistics Theory (math.ST); Machine Learning (stat.ML)

[37]  arXiv:2310.04660 [pdf, other]

Title: Balancing Weights for Causal Inference in Observational Factorial Studies

Authors: Ruoqi Yu, Peng Ding

Subjects: Methodology (stat.ME)

[38]  arXiv:2310.04709 [pdf, other]

Title: Time-dependent mediators in survival analysis: Graphical representation of causal assumptions

Authors: Søren Wengel Mogensen, Odd O. Aalen, Susanne Strohmaier

Comments: 40 pages, 9 figures

Subjects: Methodology (stat.ME)

[39]  arXiv:2310.04853 [pdf, ps, other]

Title: On changepoint detection in functional data using empirical energy distance

Authors: B. Cooper Boniece, Lajos Horváth, Lorenzo Trapani

Subjects: Methodology (stat.ME); Econometrics (econ.EM)

[40]  arXiv:2310.04919 [pdf, other]

Title: The Conditional Prediction Function: A Novel Technique to Control False Discovery Rate for Complex Models

Authors: Yushu Shi, Michael Martens

Subjects: Methodology (stat.ME); Machine Learning (cs.LG); Machine Learning (stat.ML)

[41]  arXiv:2310.04924 [pdf, other]

Title: Markov Chain Monte Carlo Significance Tests

Authors: Michael Howes

Comments: 18 pages, 6 figures

Subjects: Methodology (stat.ME); Statistics Theory (math.ST)

[42]  arXiv:2310.04934 [pdf, other]

Title: UBSea: A Unified Community Detection Framework

Authors: Xiancheng Lin, Hao Chen

Subjects: Methodology (stat.ME); Statistics Theory (math.ST)

[43]  arXiv:2310.05049 [pdf, other]

Title: On Estimation of Optimal Dynamic Treatment Regimes with Multiple Treatments for Survival Data-With Application to Colorectal Cancer Study

Authors: Zhishuai Liu, Zishu Zhan, Jian Liu, Danhui Yi, Cunjie Lin, Yufei Yang

Subjects: Methodology (stat.ME)

[44]  arXiv:2310.05151 [pdf, ps, other]

Title: Sequential linear regression for conditional mean imputation of longitudinal continuous outcomes under reference-based assumptions

Authors: Sean Yiu

Subjects: Methodology (stat.ME); Applications (stat.AP)

[45]  arXiv:2310.05398 [pdf, other]

Title: Statistical Inference for Modulation Index in Phase-Amplitude Coupling

Authors: Marco Antonio Pinto-Orellana, Hernando Ombao, Beth Lopour

Subjects: Methodology (stat.ME); Quantitative Methods (q-bio.QM)

[46]  arXiv:2310.05539 [pdf, other]

Title: Testing High-Dimensional Mediation Effect with Arbitrary Exposure-Mediator Coefficients

Authors: Yinan Lin, Zijian Guo, Baoluo Sun, Zhenhua Lin

Subjects: Methodology (stat.ME); Statistics Theory (math.ST)

[47]  arXiv:2310.05548 [pdf, other]

Title: Cokrig-and-Regress for Spatially Misaligned Environmental Data

Authors: Z. Y. Tho, F. K. C. Hui, A. H. Welsh, T. Zou

Subjects: Methodology (stat.ME); Applications (stat.AP)

[48]  arXiv:2310.05622 [pdf, other]

Title: A neutral comparison of statistical methods for time-to-event analyses under non-proportional hazards

Authors: Florian Klinglmüller, Tobias Fellinger, Franz König, Tim Friede, Andrew C. Hooker, Harald Heinzl, Martina Mittlböck, Jonas Brugger, Maximilian Bardo, Cynthia Huber, Norbert Benda, Martin Posch, Robin Ristl

Subjects: Methodology (stat.ME)

[49]  arXiv:2310.05646 [pdf, other]

Title: Transfer learning for piecewise-constant mean estimation: Optimality, $\ell_1$- and $\ell_0$-penalisation

Authors: Fan Wang, Yi Yu

Subjects: Methodology (stat.ME); Statistics Theory (math.ST)

[50]  arXiv:2310.05685 [pdf, ps, other]

Title: Post-Selection Inference for Sparse Estimation

Authors: Joe Suzuki

Comments: This manuscript is the English translation of an article originally published in Japanese in the Journal of the Japan Statistical Society, Volume 53, Issue 1, September 2023 (pages 139-167)

Journal-ref: The Journal of the Japan Statistical Society, Volume 53, Issue 1, September 2023 (pages 139-167) (in Japanese)

Subjects: Methodology (stat.ME); Statistics Theory (math.ST)

[51]  arXiv:2310.06130 [pdf, other]

Title: Statistical inference for radially-stable generalized Pareto distributions and return level-sets in geometric extremes

Authors: Ioannis Papastathopoulos, Lambert de Monte, Ryan Campbell, Haavard Rue

Comments: 80 pages, 32 figures

Subjects: Methodology (stat.ME)

[52]  arXiv:2310.06252 [pdf, other]

Title: Power and sample size calculation of two-sample projection-based testing for sparsely observed functional data

Authors: Salil Koner, Sheng Luo

Subjects: Methodology (stat.ME); Statistics Theory (math.ST); Applications (stat.AP)

[53]  arXiv:2310.06315 [pdf, other]

Title: Ultra-high dimensional confounder selection algorithms comparison with application to radiomics data

Authors: Ismaïla Baldé, Debashis Ghosh

Subjects: Methodology (stat.ME)

[54]  arXiv:2310.06330 [pdf, other]

Title: Multivariate moment least-squares estimators for reversible Markov chains

Authors: Hyebin Song, Stephen Berg

Subjects: Methodology (stat.ME)

[55]  arXiv:2310.06357 [pdf, other]

Title: Adaptive Storey's null proportion estimator

Authors: Zijun Gao

Comments: 17 pages, 4 figures, 1 table

Subjects: Methodology (stat.ME); Applications (stat.AP)

[56]  arXiv:2310.06467 [pdf, other]

Title: Advances in Kth nearest-neighbour clutter removal

Authors: Nicoletta D'Angelo

Subjects: Methodology (stat.ME)

[57]  arXiv:2310.06696 [pdf, ps, other]

Title: Variable selection with FDR control for noisy data -- an application to screening metabolites that are associated with breast and colorectal cancer

Authors: Runqiu Wang, Ran Dai, Ying Huang, Marian L. Neuhouser, Johanna W. Lampe, Daniel Raftery, Fred K. Tabung, Cheng Zheng

Subjects: Methodology (stat.ME)

[58]  arXiv:2310.06708 [pdf, other]

Title: Adjustment with Three Continuous Variables

Authors: Brian Knaeble

Journal-ref: Communications in Statistics - Simulation and Computation, 48:2, 627-633 (2017)

Subjects: Methodology (stat.ME)

[59]  arXiv:2310.06730 [pdf, other]

Title: Sparse topic modeling via spectral decomposition and thresholding

Authors: Huy Tran, Yating Liu, Claire Donnat

Subjects: Methodology (stat.ME)

[60]  arXiv:2310.06808 [pdf, ps, other]

Title: Odds are the sign is right

Authors: Brian Knaeble, Julian Chan

Journal-ref: Biometrical Journal, 60(6) 1164-1171 (2018)

Subjects: Methodology (stat.ME)

[61]  arXiv:2310.06926 [pdf, other]

Title: Bayesian inference and cure rate modeling for event history data

Authors: Panagiotis Papastamoulis, Fotios Milienos

Comments: 43 pages

Subjects: Methodology (stat.ME); Computation (stat.CO)

[62]  arXiv:2310.06969 [pdf, other]

Title: Positivity-free Policy Learning with Observational Data

Authors: Pan Zhao, Antoine Chambaz, Julie Josse, Shu Yang

Subjects: Methodology (stat.ME); Machine Learning (cs.LG); Machine Learning (stat.ML)

[63]  arXiv:2310.07002 [pdf, ps, other]

Title: Bayesian cross-validation by parallel Markov Chain Monte Carlo

Authors: Alex Cooper, Aki Vehtari, Catherine Forbes, Lauren Kennedy, Dan Simpson

Subjects: Methodology (stat.ME)

[64]  arXiv:2310.07016 [pdf, other]

Title: Discovering the Unknowns: A First Step

Authors: V. Roshan Joseph, William E. Lewis, Henry S. Yuchi, Kathryn A. Maupin

Subjects: Methodology (stat.ME)

[65]  arXiv:2310.07107 [pdf, ps, other]

Title: Root n consistent extremile regression and its supervised and semi-supervised learning

Authors: Rong Jiang, Keming Yu

Subjects: Methodology (stat.ME)

[66]  arXiv:2310.07124 [pdf, ps, other]

Title: Systematic simulation of age-period-cohort analysis: Demonstrating bias of Bayesian regularization

Authors: Yuta Matsumoto

Comments: The Appendices A and B describe the Stan codes for Bayesian regularization and the R codes that reproduce the systematic simulation

Subjects: Methodology (stat.ME)

[67]  arXiv:2310.07330 [pdf, other]

Title: Functional Generalized Canonical Correlation Analysis for studying multiple longitudinal variables

Authors: Lucas Sort, Laurent Le Brusquet, Arthur Tenenhaus

Subjects: Methodology (stat.ME); Machine Learning (stat.ML)

[68]  arXiv:2310.07456 [pdf, other]

Title: Hierarchical Bayesian Claim Count modeling with Overdispersed Outcome and Mismeasured Covariates in Actuarial Practice

Authors: Minkun Kim

Subjects: Methodology (stat.ME)

[69]  arXiv:2310.07567 [pdf, other]

Title: Comparing the effectiveness of k-different treatments through the area under the ROC curve

Authors: Pablo Martinez-Camblor, Sonia Perez-Fernandez, Lucas L. Dwiel, Wilder T. Doucette

Subjects: Methodology (stat.ME); Applications (stat.AP); Computation (stat.CO)

[70]  arXiv:2310.07605 [pdf, other]

Title: Split Knockoffs for Multiple Comparisons: Controlling the Directional False Discovery Rate

Authors: Yang Cao, Xinwei Sun, Yuan Yao

Comments: Journal of the American Statistical Association, 2023

Subjects: Methodology (stat.ME)

[71]  arXiv:2310.07680 [pdf, other]

Title: Hamiltonian Dynamics of Bayesian Inference Formalised by Arc Hamiltonian Systems

Authors: Takuo Matsubara

Subjects: Methodology (stat.ME); Dynamical Systems (math.DS); Statistics Theory (math.ST)

[72]  arXiv:2310.07817 [pdf, other]

Title: Nonlinear global Fréchet regression for random objects via weak conditional expectation

Authors: Satarupa Bhattacharjee, Bing Li, Lingzhou Xue

Subjects: Methodology (stat.ME); Statistics Theory (math.ST)

[73]  arXiv:2310.07850 [pdf, other]

Title: Conformal prediction with local weights: randomization enables local guarantees

Authors: Rohan Hore, Rina Foygel Barber

Comments: 37 pages, 9 figures

Subjects: Methodology (stat.ME)

[74]  arXiv:2310.07935 [pdf, other]

Title: Estimating the Likelihood of Arrest from Police Records in Presence of Unreported Crimes

Authors: Riccardo Fogliato, Arun Kumar Kuchibhotla, Zachary Lipton, Daniel Nagin, Alice Xiang, Alexandra Chouldechova

Subjects: Methodology (stat.ME); Applications (stat.AP)

[75]  arXiv:2310.07953 [pdf, other]

Title: Enhancing Sample Quality through Minimum Energy Importance Weights

Authors: Chaofan Huang, V. Roshan Joseph

Subjects: Methodology (stat.ME); Computation (stat.CO)

[76]  arXiv:2310.07973 [pdf, other]

Title: Statistical Performance Guarantee for Subgroup Identification with Generic Machine Learning

Authors: Michael Lingzhi Li, Kosuke Imai

Subjects: Methodology (stat.ME); Optimization and Control (math.OC); Applications (stat.AP); Machine Learning (stat.ML)

[77]  arXiv:2310.08020 [pdf, other]

Title: Assessing Copula Models for Mixed Continuous-Ordinal Variables

Authors: Shenyi Pan, Harry Joe

Subjects: Methodology (stat.ME); Applications (stat.AP)

[78]  arXiv:2310.08268 [pdf, other]

Title: Change point detection in dynamic heterogeneous networks via subspace tracking

Authors: Yuzhao Zhang, Jingnan Zhang, Yifan Sun, Junhui Wang

Subjects: Methodology (stat.ME)

[79]  arXiv:2310.08410 [pdf, ps, other]

Title: Evaluation of ChatGPT-Generated Medical Responses: A Systematic Review and Meta-Analysis

Authors: Qiuhong Wei, Zhengxiong Yao, Ying Cui, Bo Wei, Zhezhen Jin, Ximing Xu

Journal-ref: Journal of Biomedical Informatics Volume 151, March 2024, 104620

Subjects: Methodology (stat.ME); Machine Learning (stat.ML)

[80]  arXiv:2310.08414 [pdf, other]

Title: Confidence bounds for the true discovery proportion based on the exact distribution of the number of rejections

Authors: Friederike Preusse, Anna Vesely, Thorsten Dickhaus

Subjects: Methodology (stat.ME)

[81]  arXiv:2310.08426 [pdf, other]

Title: Extensions of Heterogeneity in Integration and Prediction (HIP) with R Shiny Application

Authors: J. Butts, C. Wendt, R. Bowler, C.P. Hersh, Q. Long, L. Eberly, S. E. Safo

Subjects: Methodology (stat.ME); Applications (stat.AP); Computation (stat.CO); Machine Learning (stat.ML)

[82]  arXiv:2310.08479 [pdf, other]

Title: Personalised dynamic super learning: an application in predicting hemodiafiltration's convection volumes

Authors: Arthur Chatton, Michèle Bally, Renée Lévesque, Ivana Malenica, Robert W. Platt, Mireille E. Schnitzer

Comments: 16 pages, 6 Figures, 2 Tables. Supplementary materials are available at this https URL

Subjects: Methodology (stat.ME); Applications (stat.AP); Machine Learning (stat.ML)

[83]  arXiv:2310.08726 [pdf, ps, other]

Title: Design-Based RCT Estimators and Central Limit Theorems for Baseline Subgroup and Related Analyses

Authors: Peter Z. Schochet

Subjects: Methodology (stat.ME)

[84]  arXiv:2310.08798 [pdf, other]

Title: Alteration Detection of Tensor Dependence Structure via Sparsity-Exploited Reranking Algorithm

Authors: Li Ma, Shenghao Qin, Yin Xia

Subjects: Methodology (stat.ME); Applications (stat.AP); Machine Learning (stat.ML)

[85]  arXiv:2310.08812 [pdf, other]

Title: A novel decomposed-ensemble time series forecasting framework: capturing underlying volatility information

Authors: Zhengtao Gui, Haoyuan Li, Sijie Xu, Yu Chen

Subjects: Methodology (stat.ME); Machine Learning (cs.LG)

[86]  arXiv:2310.08939 [pdf, other]

Title: Fast Screening Rules for Optimal Design via Quadratic Lasso Reformulation

Authors: Guillaume Sagnol, Luc Pronzato

Journal-ref: Journal of Machine Learning Research, 24(307), pp.1--32, 2023

Subjects: Methodology (stat.ME); Optimization and Control (math.OC); Machine Learning (stat.ML)

[87]  arXiv:2310.09185 [pdf, other]

Title: Mediation Analysis using Semi-parametric Shape-Restricted Regression with Applications

Authors: Qing Yin, Jong-Hyeon Jeong, Xu Qin, Shyamal D Peddada, Jennifer Adibi

Subjects: Methodology (stat.ME); Applications (stat.AP)

[88]  arXiv:2310.09214 [pdf, other]

Title: An Introduction to the Calibration of Computer Models

Authors: Richard D. Wilkinson, Christopher W. Lanyon

Subjects: Methodology (stat.ME); Computation (stat.CO)

[89]  arXiv:2310.09239 [pdf, other]

Title: Causal Quantile Treatment Effects with missing data by double-sampling

Authors: Shuo (Mila)Sun, Sebastien Haneuse, Alexander W. Levis, Catherine Lee, David E Arterburn, Heidi Fischer, Susan Shortreed, Rajarshi Mukherjee

Subjects: Methodology (stat.ME)

[90]  arXiv:2310.09257 [pdf, other]

Title: A SIMPLE Approach to Provably Reconstruct Ising Model with Global Optimality

Authors: Junxian Zhu, Xuanyu Chen, Jin Zhu, Xueqin Wang, Heping Zhang

Subjects: Methodology (stat.ME)

[91]  arXiv:2310.09345 [pdf, other]

Title: A Unified Bayesian Framework for Modeling Measurement Error in Multinomial Data

Authors: Matthew D. Koslovsky, Andee Kaplan, Mevin B. Hooten

Comments: 22 pages, 4 figures

Subjects: Methodology (stat.ME); Applications (stat.AP)

[92]  arXiv:2310.09384 [pdf, other]

Title: Modeling Missing at Random Neuropsychological Test Scores Using a Mixture of Binomial Product Experts

Authors: Daniel Suen, Yen-Chi Chen

Comments: 37 pages, 8 figures, 5 tables

Subjects: Methodology (stat.ME); Applications (stat.AP)

[93]  arXiv:2310.09428 [pdf, other]

Title: Sparse higher order partial least squares for simultaneous variable selection, dimension reduction, and tensor denoising

Authors: Kwangmoon Park, Sündüz Keleş

Subjects: Methodology (stat.ME); Applications (stat.AP)

[94]  arXiv:2310.09493 [pdf, other]

Title: Summary Statistics Knockoffs Inference with Family-wise Error Rate Control

Authors: Catherine Xinrui Yu, Jiaqi Gu, Zhaomeng Chen, Zihuai He

Comments: 35 pages

Subjects: Methodology (stat.ME); Applications (stat.AP)

[95]  arXiv:2310.09545 [pdf, other]

Title: A Semiparametric Instrumented Difference-in-Differences Approach to Policy Learning

Authors: Pan Zhao, Yifan Cui

Subjects: Methodology (stat.ME); Econometrics (econ.EM); Statistics Theory (math.ST); Machine Learning (stat.ML)

[96]  arXiv:2310.09646 [pdf, other]

Title: Jackknife empirical likelihood confidence intervals for the categorical Gini correlation

Authors: Sameera Hewage, Yongli Sang

Subjects: Methodology (stat.ME)

[97]  arXiv:2310.09673 [pdf, other]

Title: Robust Quickest Change Detection in Non-Stationary Processes

Authors: Yingze Hou, Yousef Oleyaeimotlagh, Rahul Mishra, Hoda Bidkhori, Taposh Banerjee

Subjects: Methodology (stat.ME); Signal Processing (eess.SP); Statistics Theory (math.ST)

[98]  arXiv:2310.09701 [pdf, other]

Title: A robust and powerful replicability analysis for high dimensional data

Authors: Haochen Lei, Yan Li, Hongyuan Cao

Subjects: Methodology (stat.ME)

[99]  arXiv:2310.09960 [pdf, other]

Title: Point Mass in the Confidence Distribution: Is it a Drawback or an Advantage?

Authors: Hangbin Lee, Youngjo Lee

Subjects: Methodology (stat.ME)

[100]  arXiv:2310.10003 [pdf, other]

Title: Conformal Contextual Robust Optimization

Authors: Yash Patel, Sahana Rayan, Ambuj Tewari

Subjects: Methodology (stat.ME); Machine Learning (cs.LG); Machine Learning (stat.ML)

[101]  arXiv:2310.10048 [pdf, other]

Title: Evaluation of transplant benefits with the U.S. Scientific Registry of Transplant Recipients by semiparametric regression of mean residual life

Authors: Ge Zhao, Yanyuan Ma, Huazhen Lin, Yi Li

Comments: 68 pages, 13 figures. arXiv admin note: text overlap with arXiv:2011.04067

Subjects: Methodology (stat.ME)

[102]  arXiv:2310.10052 [pdf, other]

Title: Group-Orthogonal Subsampling for Hierarchical Data Based on Linear Mixed Models

Authors: Jiaqing Zhu, Lin Wang, Fasheng Sun

Subjects: Methodology (stat.ME); Computation (stat.CO)

[103]  arXiv:2310.10271 [pdf, other]

Title: A geometric power analysis for general log-linear models

Authors: Anna Klimova

Comments: 6 figures

Subjects: Methodology (stat.ME)

[104]  arXiv:2310.10329 [pdf, other]

Title: Towards Data-Conditional Simulation for ABC Inference in Stochastic Differential Equations

Authors: Petar Jovanovski, Andrew Golightly, Umberto Picchini

Comments: 41 pages, 1 table, 15 figures

Subjects: Methodology (stat.ME); Computation (stat.CO)

[105]  arXiv:2310.10331 [pdf, other]

Title: Specifications tests for count time series models with covariates

Authors: Šárka Hudecová, Marie Hušková, Simos G. Meintanis

Subjects: Methodology (stat.ME)

[106]  arXiv:2310.10373 [pdf, other]

Title: False Discovery Proportion control for aggregated Knockoffs

Authors: Alexandre Blain, Bertrand Thirion, Olivier Grisel, Pierre Neuvial

Comments: NeurIPS 2023

Subjects: Methodology (stat.ME)

[107]  arXiv:2310.10393 [pdf, other]

Title: Statistical and Causal Robustness for Causal Null Hypothesis Tests

Authors: Junhui Yang, Rohit Bhattacharya, Youjin Lee, Ted Westling

Subjects: Methodology (stat.ME)

[108]  arXiv:2310.10407 [pdf, other]

Title: Ensemble methods for testing a global null

Authors: Yaowu Liu, Zhonghua Liu, Xihong Lin

Journal-ref: Journal of the Royal Statistical Society: Series B (Statistical Methodology), 2024

Subjects: Methodology (stat.ME)

[109]  arXiv:2310.10422 [pdf, other]

Title: A Neural Network-Based Approach to Normality Testing for Dependent Data

Authors: Minwoo Kim, Marc G Genton, Raphael Huser, Stefano Castruccio

Subjects: Methodology (stat.ME); Applications (stat.AP)

[110]  arXiv:2310.10494 [pdf, other]

Title: Multivariate Scalar on Multidimensional Distribution Regression

Authors: Rahul Ghosal, Marcos Matabuena

Subjects: Methodology (stat.ME); Applications (stat.AP)

[111]  arXiv:2310.10588 [pdf, ps, other]

Title: Max-convolution processes with random shape indicator kernels

Authors: Pavel Krupskii, Raphaël Huser

Comments: 26 pages, 5 figures, and 5 tables

Subjects: Methodology (stat.ME)

[112]  arXiv:2310.10740 [pdf, other]

Title: Unbiased Estimation of Structured Prediction Error

Authors: Kevin Fry, Jonathan E. Taylor

Comments: 28 pages, 13 figures

Subjects: Methodology (stat.ME)

[113]  arXiv:2310.10761 [pdf, other]

Title: Simulation Based Composite Likelihood

Authors: Lorenzo Rimella, Chris Jewell, Paul Fearnhead

Subjects: Methodology (stat.ME)

[114]  arXiv:2310.10798 [pdf, other]

Title: Poisson Count Time Series

Authors: Jiajie Kong, Robert Lund

Subjects: Methodology (stat.ME)

[115]  arXiv:2310.10915 [pdf, ps, other]

Title: Identifiability of the Multinomial Processing Tree-IRT model for the Philadelphia Naming Test

Authors: Andrew J. Womack, Daniel Taylor-Rodriguez, Gerasimos Fergadiotis, William D. Hula

Comments: 13 pages, 3 figures, Technical Report

Subjects: Methodology (stat.ME); Applications (stat.AP)

[116]  arXiv:2310.10976 [pdf, other]

Title: Exact nonlinear state estimation

Authors: Hristo G. Chipilski

Subjects: Methodology (stat.ME); Computational Engineering, Finance, and Science (cs.CE); Machine Learning (cs.LG); Dynamical Systems (math.DS); Atmospheric and Oceanic Physics (physics.ao-ph)

[117]  arXiv:2310.11357 [pdf, other]

Title: A Pseudo-likelihood Approach to Under-5 Mortality Estimation

Authors: Taylor Okonek, Katherine Wilson, Jon Wakefield

Subjects: Methodology (stat.ME); Applications (stat.AP)

[118]  arXiv:2310.11471 [pdf, other]

Title: Modeling lower-truncated and right-censored insurance claims with an extension of the MBBEFD class

Authors: Selim Gatti, Mario V. Wüthrich

Comments: 36 pages

Subjects: Methodology (stat.ME); Statistics Theory (math.ST); Applications (stat.AP)

[119]  arXiv:2310.11603 [pdf, other]

Title: Group sequential two-stage preference designs

Authors: Ruyi Liu, Fan Li, Denise Esserman, Mary M. Ryan

Comments: 27 pages, 7 tables, 5 figures, 4 appendices; under review at Statistics in Medicine

Journal-ref: Statistics in Medicine. (2023) 1-27

Subjects: Methodology (stat.ME); Other Statistics (stat.OT)

[120]  arXiv:2310.11620 [pdf, other]

Title: Enhancing modified treatment policy effect estimation with weighted energy distance

Authors: Ziren Jiang, Jared D. Huling

Subjects: Methodology (stat.ME)

[121]  arXiv:2310.11630 [pdf, other]

Title: Adaptive Bootstrap Tests for Composite Null Hypotheses in the Mediation Pathway Analysis

Authors: He Yinqiu, Song Peter X.-K., Xu Gongjun

Subjects: Methodology (stat.ME); Statistics Theory (math.ST)

[122]  arXiv:2310.11683 [pdf, other]

Title: Treatment bootstrapping: A new approach to quantify uncertainty of average treatment effect estimates

Authors: Jing Li

Subjects: Methodology (stat.ME); Applications (stat.AP)

[123]  arXiv:2310.11724 [pdf, other]

Title: Simultaneous Nonparametric Inference of M-regression under Complex Temporal Dynamics

Authors: Miaoshiqi Liu, Zhou Zhou

Subjects: Methodology (stat.ME); Statistics Theory (math.ST)

[124]  arXiv:2310.11741 [pdf, other]

Title: Graph Sphere: From Nodes to Supernodes in Graphical Models

Authors: Willem van den Boom, Maria De Iorio, Alexandros Beskos, Ajay Jasra

Comments: 71 pages, 18 figures

Subjects: Methodology (stat.ME)

[125]  arXiv:2310.11779 [pdf, other]

Title: A Multivariate Skew-Normal-Tukey-h Distribution

Authors: Sagnik Mondal, Marc G. Genton

Subjects: Methodology (stat.ME)

[126]  arXiv:2310.11799 [pdf, ps, other]

Title: Testing for patterns and structures in covariance and correlation matrices

Authors: Paavo Sattler, Dennis Dobler

Subjects: Methodology (stat.ME)

[127]  arXiv:2310.11822 [pdf, other]

Title: Post-clustering Inference under Dependency

Authors: Javier González-Delgado, Juan Cortés, Pierre Neuvial

Subjects: Methodology (stat.ME); Statistics Theory (math.ST); Applications (stat.AP)

[128]  arXiv:2310.11969 [pdf, ps, other]

Title: Survey calibration for causal inference: a simple method to balance covariate distributions

Authors: Maciej Beręsewicz

Subjects: Methodology (stat.ME); Econometrics (econ.EM)

[129]  arXiv:2310.12000 [pdf, other]

Title: Iterative Methods for Vecchia-Laplace Approximations for Latent Gaussian Process Models

Authors: Pascal Kündig, Fabio Sigrist

Subjects: Methodology (stat.ME); Machine Learning (cs.LG); Machine Learning (stat.ML)

[130]  arXiv:2310.12010 [pdf, other]

Title: A Note on Improving Variational Estimation for Multidimensional Item Response Theory

Authors: Chenchen Ma, Jing Ouyang, Chun Wang, Gongjun Xu

Subjects: Methodology (stat.ME)

[131]  arXiv:2310.12285 [pdf, other]

Title: Sparse high-dimensional linear mixed modeling with a partitioned empirical Bayes ECM algorithm

Authors: Anja Zgodic, Ray Bai, Jiajia Zhang, Alexander C. McLain

Subjects: Methodology (stat.ME); Computation (stat.CO); Machine Learning (stat.ML)

[132]  arXiv:2310.12348 [pdf, ps, other]

Title: Goodness--of--Fit Tests Based on the Min--Characteristic Function

Authors: S.G. Meintanis, B. Milošević, M.D. Jiménez-Gamero

Subjects: Methodology (stat.ME)

[133]  arXiv:2310.12358 [pdf, other]

Title: causalBETA: An R Package for Bayesian Semiparametric Causal Inference with Event-Time Outcomes

Authors: Han Ji, Arman Oganisian

Subjects: Methodology (stat.ME); Applications (stat.AP)

[134]  arXiv:2310.12391 [pdf, other]

Title: Real-time Semiparametric Regression via Sequential Monte Carlo

Authors: Marianne Menictas, Chris J. Oates, Matt P. Wand

Subjects: Methodology (stat.ME)

[135]  arXiv:2310.12402 [pdf, other]

Title: Sufficient dimension reduction for regression with metric space-valued responses

Authors: Abdul-Nasah Soale, Yuexiao Dong

Subjects: Methodology (stat.ME); Human-Computer Interaction (cs.HC); Computation (stat.CO)

[136]  arXiv:2310.12427 [pdf, other]

Title: Fast Power Curve Approximation for Posterior Analyses

Authors: Luke Hagar, Nathaniel T. Stevens

Comments: arXiv admin note: text overlap with arXiv:2306.09476

Subjects: Methodology (stat.ME)

[137]  arXiv:2310.12711 [pdf, other]

Title: Modelling multivariate extremes through angular-radial decomposition of the density function

Authors: Ed Mackay, Philip Jonathan

Subjects: Methodology (stat.ME); Statistics Theory (math.ST)

[138]  arXiv:2310.12757 [pdf, other]

Title: Conservative Inference for Counterfactuals

Authors: Sivaraman Balakrishnan, Edward Kennedy, Larry Wasserman

Subjects: Methodology (stat.ME); Statistics Theory (math.ST)

[139]  arXiv:2310.12882 [pdf, other]

Title: Sequential Gibbs Posteriors with Applications to Principal Component Analysis

Authors: Steven Winter, Omar Melikechi, David B. Dunson

Subjects: Methodology (stat.ME); Machine Learning (stat.ML)

[140]  arXiv:2310.13162 [pdf, other]

Title: Network Meta-Analysis of Time-to-Event Endpoints with Individual Participant Data using Restricted Mean Survival Time Regression

Authors: Kaiyuan Hua, Xiaofei Wang, Hwanhee Hong

Subjects: Methodology (stat.ME)

[141]  arXiv:2310.13178 [pdf, other]

Title: Exact Inference for Common Odds Ratio in Meta-Analysis with Zero-Total-Event Studies

Authors: Xiaolin Chen, Jerry Q Cheng, Lu Tian, Minge Xie

Subjects: Methodology (stat.ME)

[142]  arXiv:2310.13232 [pdf, other]

Title: Interaction Screening and Pseudolikelihood Approaches for Tensor Learning in Ising Models

Authors: Tianyu Liu, Somabha Mukherjee

Comments: 17 pages, 5 figures

Subjects: Methodology (stat.ME); Statistics Theory (math.ST); Machine Learning (stat.ML)

[143]  arXiv:2310.13387 [pdf, other]

Title: Assumption violations in causal discovery and the robustness of score matching

Authors: Francesco Montagna, Atalanti A. Mastakouri, Elias Eulig, Nicoletta Noceti, Lorenzo Rosasco, Dominik Janzing, Bryon Aragam, Francesco Locatello

Subjects: Methodology (stat.ME); Machine Learning (cs.LG)

[144]  arXiv:2310.13446 [pdf, other]

Title: Simple binning algorithm and SimDec visualization for comprehensive sensitivity analysis of complex computational models

Authors: Mariia Kozlova, Antti Ahola, Pamphile T. Roy, Julian Scott Yeomans

Subjects: Methodology (stat.ME); Applications (stat.AP)

[145]  arXiv:2310.13487 [pdf, other]

Title: Two-stage weighted least squares estimator of multivariate discrete-valued observation-driven models

Authors: Mirko Armillotta

Subjects: Methodology (stat.ME); Statistics Theory (math.ST)

[146]  arXiv:2310.13511 [pdf, other]

Title: Dynamic Realized Minimum Variance Portfolio Models

Authors: Donggyu Kim, Minseog Oh

Comments: 35 pages with Appendix 15 pages (total 50 pages)

Subjects: Methodology (stat.ME); Risk Management (q-fin.RM)

[147]  arXiv:2310.13580 [pdf, other]

Title: Bayesian Hierarchical Modeling for Bivariate Multiscale Spatial Data with Application to Blood Test Monitoring

Authors: Shijie Zhou, Jonathan R. Bradley

Subjects: Methodology (stat.ME); Applications (stat.AP)

[148]  arXiv:2310.13764 [pdf, other]

Title: Random Flows of Covariance Operators and their Statistical Inference

Authors: Leonardo V. Santoro, Victor M. Panaretos

Subjects: Methodology (stat.ME); Statistics Theory (math.ST)

[149]  arXiv:2310.13796 [pdf, other]

Title: Faithful graphical representations of local independence

Authors: Søren Wengel Mogensen

Comments: 17 pages, 3 figures

Subjects: Methodology (stat.ME)

[150]  arXiv:2310.13826 [pdf, ps, other]

Title: A p-value for Process Tracing and other N=1 Studies

Authors: Matias Lopez, Jake Bowers

Subjects: Methodology (stat.ME); Other Statistics (stat.OT)

[151]  arXiv:2310.13858 [pdf, other]

Title: Likelihood-based surrogate dimension reduction

Authors: Linh H. Nghiem, Francis K.C.Hui, Samuel Mueller, A.H.Welsh

Subjects: Methodology (stat.ME)

[152]  arXiv:2310.13874 [pdf, ps, other]

Title: A Linear Errors-in-Variables Model with Unknown Heteroscedastic Measurement Errors

Authors: Linh H. Nghiem, Cornelis J. Potgieter

Subjects: Methodology (stat.ME)

[153]  arXiv:2310.13911 [pdf, other]

Title: Multilevel Matrix Factor Model

Authors: Yuteng Zhang, Yongchang Hui, Junrong Song, Shurong Zheng

Comments: 47 pages, 22 figures

Subjects: Methodology (stat.ME); Applications (stat.AP)

[154]  arXiv:2310.14246 [pdf, other]

Title: Shortcuts for causal discovery of nonlinear models by score matching

Authors: Francesco Montagna, Nicoletta Noceti, Lorenzo Rosasco, Francesco Locatello

Subjects: Methodology (stat.ME); Machine Learning (cs.LG)

[155]  arXiv:2310.14293 [pdf, other]

Title: Testing exchangeability by pairwise betting

Authors: Aytijhya Saha, Aaditya Ramdas

Subjects: Methodology (stat.ME)

[156]  arXiv:2310.14399 [pdf, other]

Title: The role of randomization inference in unraveling individual treatment effects in early phase vaccine trials

Authors: Zhe Chen, Xinran Li, Bo Zhang

Subjects: Methodology (stat.ME); Applications (stat.AP)

[157]  arXiv:2310.14419 [pdf, other]

Title: An RKHS Approach for Variable Selection in High-dimensional Functional Linear Models

Authors: Xingche Guo, Yehua Li, Tailen Hsing

Subjects: Methodology (stat.ME); Statistics Theory (math.ST)

[158]  arXiv:2310.14448 [pdf, other]

Title: Semiparametrically Efficient Score for the Survival Odds Ratio

Authors: Denise Rava, Jelena Bradic, Ronghui Xu

Subjects: Methodology (stat.ME)

[159]  arXiv:2310.14763 [pdf, other]

Title: Externally Valid Policy Evaluation Combining Trial and Observational Data

Authors: Sofia Ek, Dave Zachariah

Subjects: Methodology (stat.ME); Machine Learning (cs.LG); Machine Learning (stat.ML)

[160]  arXiv:2310.15016 [pdf, other]

Title: Impact of Record-Linkage Errors in Covid-19 Vaccine-Safety Analyses using German Health-Care Data: A Simulation Study

Authors: Robin Denz, Katharina Meiszl, Peter Ihle, Doris Oberle, Ursula Drechsel-Bäuerle, Katrin Scholz, Ingo Meyer, Nina Timmesfeld

Subjects: Methodology (stat.ME)

[161]  arXiv:2310.15069 [pdf, other]

Title: Second-order group knockoffs with applications to GWAS

Authors: Benjamin B Chu, Jiaqi Gu, Zhaomeng Chen, Tim Morrison, Emmanuel Candes, Zihuai He, Chiara Sabatti

Comments: 46 pages, 10 figures, 2 tables, 3 algorithms

Subjects: Methodology (stat.ME); Genomics (q-bio.GN); Applications (stat.AP)

[162]  arXiv:2310.15070 [pdf, ps, other]

Title: Improving estimation efficiency of case-cohort study with interval-censored failure time data

Authors: Qingning Zhou, Kin Yau Wong

Comments: 19 pages, 3 tables

Subjects: Methodology (stat.ME)

[163]  arXiv:2310.15266 [pdf, other]

Title: Causal progress with imperfect placebo treatments and outcomes

Authors: Adam Rohde, Chad Hazlett

Subjects: Methodology (stat.ME)

[164]  arXiv:2310.15497 [pdf, ps, other]

Title: Generalized Box-Cox method to estimate sample mean and standard deviation for Meta-analysis

Authors: Olivia Xiao, Stacy Wang, Min Chen

Comments: 9 pages, 6 figures

Subjects: Methodology (stat.ME)

[165]  arXiv:2310.15877 [pdf, other]

Title: Regression analysis of multiplicative hazards model with time-dependent coefficient for sparse longitudinal covariates

Authors: Zhuowei Sun, Hongyuan Cao

Subjects: Methodology (stat.ME)

[166]  arXiv:2310.15956 [pdf, other]

Title: Likelihood-Based Inference for Semi-Parametric Transformation Cure Models with Interval Censored Data

Authors: Suvra Pal, Sandip Barui

Comments: 20 pages

Subjects: Methodology (stat.ME); Computation (stat.CO)

[167]  arXiv:2310.16203 [pdf, other]

Title: Multivariate Dynamic Mediation Analysis under a Reinforcement Learning Framework

Authors: Lan Luo, Chengchun Shi, Jitao Wang, Zhenke Wu, Lexin Li

Subjects: Methodology (stat.ME)

[168]  arXiv:2310.16207 [pdf, ps, other]

Title: Propensity weighting plus adjustment in proportional hazards model is not doubly robust

Authors: Erin E Gabriel, Michael C Sachs, Ingeborg Waernbaum, Els Goetghebeur, Paul F Blanche, Stijn Vansteelandt, Arvid Sjölander, Thomas Scheike

Subjects: Methodology (stat.ME)

[169]  arXiv:2310.16213 [pdf, other]

Title: Bayes factor functions

Authors: Saptati Datta, Rachael Shudde, Valen E. Johnson

Subjects: Methodology (stat.ME)

[170]  arXiv:2310.16260 [pdf, other]

Title: Private Estimation and Inference in High-Dimensional Regression with FDR Control

Authors: Zhanrui Cai, Sai Li, Xintao Xia, Linjun Zhang

Subjects: Methodology (stat.ME)

[171]  arXiv:2310.16284 [pdf, other]

Title: Bayesian Image Mediation Analysis

Authors: Yuliang Xu, Jian Kang

Subjects: Methodology (stat.ME); Statistics Theory (math.ST); Computation (stat.CO)

[172]  arXiv:2310.16290 [pdf, other]

Title: Fair Adaptive Experiments

Authors: Waverly Wei, Xinwei Ma, Jingshen Wang

Subjects: Methodology (stat.ME); Econometrics (econ.EM)

[173]  arXiv:2310.16294 [pdf, other]

Title: Producer-Side Experiments Based on Counterfactual Interleaving Designs for Online Recommender Systems

Authors: Yan Wang, Shan Ba

Subjects: Methodology (stat.ME)

[174]  arXiv:2310.16489 [pdf, other]

Title: Latent event history models for quasi-reaction systems

Authors: Matteo Framba, Veronica Vinciotti, Ernst C. Wit

Subjects: Methodology (stat.ME); Physics and Society (physics.soc-ph)

[175]  arXiv:2310.16502 [pdf, other]

Title: Assessing the overall and partial causal well-specification of nonlinear additive noise models

Authors: Christoph Schultheiss, Peter Bühlmann

Subjects: Methodology (stat.ME); Machine Learning (stat.ML)

[176]  arXiv:2310.16600 [pdf, other]

Title: Balancing central and marginal rejection when combining independent significance tests

Authors: Chris Salahub, Wayne Oldford

Comments: 55 page, 18 figures, public technical report

Subjects: Methodology (stat.ME); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)

[177]  arXiv:2310.16626 [pdf, other]

Title: Scalable Causal Structure Learning via Amortized Conditional Independence Testing

Authors: James Leiner, Brian Manzo, Aaditya Ramdas, Wesley Tansey

Comments: 10 figures, 24 pages

Subjects: Methodology (stat.ME); Applications (stat.AP)

[178]  arXiv:2310.16638 [pdf, other]

Title: Robust Covariate Shift Adaptation for Density-Ratio Estimation

Authors: Masahiro Kato

Subjects: Methodology (stat.ME); Machine Learning (cs.LG); Econometrics (econ.EM); Machine Learning (stat.ML)

[179]  arXiv:2310.16650 [pdf, ps, other]

Title: Data-integration with pseudoweights and survey-calibration: application to developing US-representative lung cancer risk models for use in screening

Authors: Lingxiao Wang, Yan Li, Barry Graubard, Hormuzd Katki

Subjects: Methodology (stat.ME)

[180]  arXiv:2310.16690 [pdf, other]

Title: Dynamic treatment effect phenotyping through functional survival analysis

Authors: Caterina Gregorio, Giovanni Baj, Giulia Barbati, Francesca Ieva

Subjects: Methodology (stat.ME); Applications (stat.AP)

[181]  arXiv:2310.16698 [pdf, other]

Title: Causal Discovery with Generalized Linear Models through Peeling Algorithms

Authors: Minjie Wang, Xiaotong Shen, Wei Pan

Subjects: Methodology (stat.ME); Machine Learning (stat.ML)

[182]  arXiv:2310.16989 [pdf, other]

Title: Randomization Inference When N Equals One

Authors: Tengyuan Liang, Benjamin Recht

Comments: 27 pages, 2 figures

Subjects: Methodology (stat.ME); Optimization and Control (math.OC); Statistics Theory (math.ST)

[183]  arXiv:2310.17009 [pdf, other]

Title: Simulation-based stacking

Authors: Yuling Yao, Bruno Régaldo-Saint Blancard, Justin Domke

Comments: Published at International Conference on Artificial Intelligence and Statistics (AISTATS) 2024

Subjects: Methodology (stat.ME); Machine Learning (cs.LG); Computation (stat.CO)

[184]  arXiv:2310.17165 [pdf, other]

Title: Price Experimentation and Interference

Authors: Wassim Dhaouadi, Ramesh Johari, Orrie B. Page, Gabriel Y. Weintraub

Subjects: Methodology (stat.ME)

[185]  arXiv:2310.17248 [pdf, ps, other]

Title: The observed Fisher information attached to the EM algorithm, illustrated on Shepp and Vardi estimation procedure for positron emission tomography

Authors: Isaac Meilijson

Subjects: Methodology (stat.ME); Medical Physics (physics.med-ph)

[186]  arXiv:2310.17308 [pdf, other]

Title: Wild Bootstrap for Counting Process-Based Statistics

Authors: Marina T. Dietrich, Dennis Dobler, Mathisca C. M. de Gunst

Comments: 2 parts, 115 pages, 2 figures, 13 tables

Subjects: Methodology (stat.ME); Statistics Theory (math.ST)

[187]  arXiv:2310.17334 [pdf, ps, other]

Title: Bayesian Optimization for Personalized Dose-Finding Trials with Combination Therapies

Authors: James Willard, Shirin Golchi, Erica E.M. Moodie, Bruno Boulanger, Bradley P. Carlin

Comments: 28 pages, 4 figures, 1 table

Subjects: Methodology (stat.ME)

[188]  arXiv:2310.17434 [pdf, other]

Title: The `Why' behind including `Y' in your imputation model

Authors: Lucy D'Agostino McGowan, Sarah C. Lotspeich, Staci A. Hepler

Subjects: Methodology (stat.ME); Applications (stat.AP)

[189]  arXiv:2310.17440 [pdf, other]

Title: Gibbs optimal design of experiments

Authors: Antony M. Overstall, Jacinta Holloway-Brown, James M. McGree

Subjects: Methodology (stat.ME)

[190]  arXiv:2310.17496 [pdf, other]

Title: Tackling Interference Induced by Data Training Loops in A/B Tests: A Weighted Training Approach

Authors: Nian Si

Subjects: Methodology (stat.ME); Machine Learning (cs.LG); Econometrics (econ.EM)

[191]  arXiv:2310.17760 [pdf, other]

Title: Novel Models for Multiple Dependent Heteroskedastic Time Series

Authors: Fangyijie Wang, Michael Salter-Townshend

Comments: 18 pages

Subjects: Methodology (stat.ME); Signal Processing (eess.SP)

[192]  arXiv:2310.17806 [pdf, other]

Title: Transporting treatment effects from difference-in-differences studies

Authors: Audrey Renson, Ellicott C. Matthay, Kara E. Rudolph

Subjects: Methodology (stat.ME)

[193]  arXiv:2310.17820 [pdf, other]

Title: Sparse Bayesian Multidimensional Item Response Theory

Authors: Jiguang Li, Robert Gibbons, Veronika Rockova

Subjects: Methodology (stat.ME); Machine Learning (stat.ML)

[194]  arXiv:2310.17845 [pdf, other]

Title: A Unified and Optimal Multiple Testing Framework based on rho-values

Authors: Bowen Gang, Shenghao Qin, Yin Xia

Subjects: Methodology (stat.ME)

[195]  arXiv:2310.17999 [pdf, other]

Title: Automated threshold selection and associated inference uncertainty for univariate extremes

Authors: Conor Murphy, Jonathan A. Tawn, Zak Varty

Subjects: Methodology (stat.ME); Applications (stat.AP)

[196]  arXiv:2310.18027 [pdf, other]

Title: Bayesian Prognostic Covariate Adjustment With Additive Mixture Priors

Authors: Alyssa M. Vanderbeek, Arman Sabbaghi, Jon R. Walsh, Charles K. Fisher

Comments: 33 pages, 12 figures, 2 tables; Added a new appendix section (conclusions unchanged)

Subjects: Methodology (stat.ME); Applications (stat.AP); Machine Learning (stat.ML)

[197]  arXiv:2310.18047 [pdf, other]

Title: Robust Bayesian Inference on Riemannian Submanifold

Authors: Rong Tang, Anirban Bhattacharya, Debdeep Pati, Yun Yang

Subjects: Methodology (stat.ME)

[198]  arXiv:2310.18108 [pdf, other]

Title: Transductive conformal inference with adaptive scores

Authors: Ulysse Gazin, Gilles Blanchard, Etienne Roquain

Comments: 27 Pages, 8 Figures, 1 Table

Subjects: Methodology (stat.ME); Machine Learning (cs.LG)

[199]  arXiv:2310.18261 [pdf, other]

Title: Label Shift Estimators for Non-Ignorable Missing Data

Authors: Andrew C. Miller, Joseph Futoma

Comments: 8 pages, 5 figures

Subjects: Methodology (stat.ME); Machine Learning (stat.ML)

[200]  arXiv:2310.18422 [pdf, other]

Title: Inference via Wild Bootstrap and Multiple Imputation under Fine-Gray Models with Incomplete Data

Authors: Marina T. Dietrich, Dennis Dobler, Mathisca C. M. de Gunst

Comments: 32 pages, 2 figures, 1 table

Subjects: Methodology (stat.ME); Statistics Theory (math.ST)

[201]  arXiv:2310.18474 [pdf, other]

Title: Robust Bayesian Graphical Regression Models for Assessing Tumor Heterogeneity in Proteomic Networks

Authors: Tsung-Hung Yao, Yang Ni, Anindya Bhadra, Jian Kang, Veerabhadran Baladandayuthapani

Subjects: Methodology (stat.ME)

[202]  arXiv:2310.18500 [pdf, other]

Title: Designing Randomized Experiments to Predict Unit-Specific Treatment Effects

Authors: Elizabeth Tipton, Michalis Mamakos

Comments: 46 pages, 3 figures

Subjects: Methodology (stat.ME)

[203]  arXiv:2310.18527 [pdf, other]

Title: Multiple Imputation Method for High-Dimensional Neuroimaging Data

Authors: Tong Lu, Chixiang Chen, Hsin-Hsiung Huang, Peter Kochunov, Elliot Hong, Shuo Chen

Comments: 13 pages, 5 figures

Subjects: Methodology (stat.ME); Applications (stat.AP); Computation (stat.CO)

[204]  arXiv:2310.18533 [pdf, other]

Title: Evaluating the effects of high-throughput structural neuroimaging predictors on whole-brain functional connectome outcomes via network-based vector-on-matrix regression

Authors: Tong Lu, Yuan Zhang, Vince Lyzinski, Chuan Bi, Peter Kochunov, Elliot Hong, Shuo Chen

Comments: 20 pages, 5 figures, 2 tables

Subjects: Methodology (stat.ME); Neurons and Cognition (q-bio.NC); Quantitative Methods (q-bio.QM); Computation (stat.CO)

[205]  arXiv:2310.18536 [pdf, other]

Title: Efficient Fully Bayesian Approach to Brain Activity Mapping with Complex-Valued fMRI Data

Authors: Zhengxin Wang, Daniel B. Rowe, Xinyi Li, D. Andrew Brown

Subjects: Methodology (stat.ME); Applications (stat.AP)

[206]  arXiv:2310.18556 [pdf, other]

Title: Design-Based Causal Inference with Missing Outcomes: Missingness Mechanisms, Imputation-Assisted Randomization Tests, and Covariate Adjustment

Authors: Siyu Heng, Jiawei Zhang, Yang Feng

Subjects: Methodology (stat.ME)

[207]  arXiv:2310.18766 [pdf, other]

Title: Discussion of ''A Tale of Two Datasets: Representativeness and Generalisability of Inference for Samples of Networks''

Authors: Nynke M.D. Niezink

Subjects: Methodology (stat.ME); Applications (stat.AP)

[208]  arXiv:2310.18836 [pdf, other]

Title: Design of Cluster-Randomized Trials with Cross-Cluster Interference

Authors: Michael P. Leung

Subjects: Methodology (stat.ME); Econometrics (econ.EM)

[209]  arXiv:2310.18858 [pdf, ps, other]

Title: Estimating a function of the scale parameter in a gamma distribution with bounded variance

Authors: Jun Hu, Ibtihal Alanazi, Zhe Wang

Subjects: Methodology (stat.ME)

[210]  arXiv:2310.18875 [pdf, other]

Title: Feature calibration for computer models

Authors: Wenzhe Xu, Daniel B. Williamson, Frederic Hourdin, Romain Roehrig

Comments: 50 pages

Subjects: Methodology (stat.ME)

[211]  arXiv:2310.18905 [pdf, other]

Title: Incorporating nonparametric methods for estimating causal excursion effects in mobile health with zero-inflated count outcomes

Authors: Xueqing Liu, Tianchen Qian, Lauren Bell, Bibhas Chakraborty

Comments: 52pages

Subjects: Methodology (stat.ME); Applications (stat.AP)

[212]  arXiv:2310.18963 [pdf, other]

Title: Expectile-based conditional tail moments with covariates

Authors: Qian Xiong, Zuoxiang Peng

Comments: 17 pages, 7 figures

Subjects: Methodology (stat.ME)

[213]  arXiv:2310.19051 [pdf, other]

Title: A Survey of Methods for Estimating Hurst Exponent of Time Sequence

Authors: Hong-Yan Zhang, Zhi-Qiang Feng, Si-Yu Feng, Yu Zhou

Comments: 46 pages, 8 figures, 4 tables, 24 algorithms with pseudo-codes

Subjects: Methodology (stat.ME); Mathematical Software (cs.MS)

[214]  arXiv:2310.19114 [pdf, other]

Title: Sparse Fréchet Sufficient Dimension Reduction with Graphical Structure Among Predictors

Authors: Jiaying Weng, Kai Tan, Cheng Wang, Zhou Yu

Subjects: Methodology (stat.ME)

[215]  arXiv:2310.19343 [pdf, other]

Title: Quantile Super Learning for independent and online settings with application to solar power forecasting

Authors: Herbert Susmann (CEREMADE), Antoine Chambaz (MAP5)

Subjects: Methodology (stat.ME)

[216]  arXiv:2310.19433 [pdf, ps, other]

Title: Ordinal classification for interval-valued data and interval-valued functional data

Authors: Aleix Alcacer, Marina Martínez-Garcia, Irene Epifanio

Journal-ref: Expert Systems with Applications Volume 238, Part F, 15 March 2024, 122277

Subjects: Methodology (stat.ME); Applications (stat.AP); Machine Learning (stat.ML)

[217]  arXiv:2310.19621 [pdf, ps, other]

Title: A Bayesian Methodology for Estimation for Sparse Canonical Correlation

Authors: Siddhesh Kulkarni, Subhadip Pal, Jeremy T. Gaskins

Subjects: Methodology (stat.ME); Computation (stat.CO); Machine Learning (stat.ML)

[218]  arXiv:2310.19787 [pdf, ps, other]

Title: $e^{\text{RPCA}}$: Robust Principal Component Analysis for Exponential Family Distributions

Authors: Xiaojun Zheng, Simon Mak, Liyan Xie, Yao Xie

Subjects: Methodology (stat.ME); Applications (stat.AP); Machine Learning (stat.ML)

[219]  arXiv:2310.19985 [pdf, other]

Title: Modeling random directions of changes in simplex-valued data

Authors: Rayleigh Lei, XuanLong Nguyen

Comments: arXiv admin note: text overlap with arXiv:2103.12214

Subjects: Methodology (stat.ME)

[220]  arXiv:2310.19988 [pdf, other]

Title: Counterfactual fairness for small subgroups

Authors: Solvejg Wastvedt, Jared D Huling, Julian Wolfson

Subjects: Methodology (stat.ME)

[221]  arXiv:2310.20087 [pdf, other]

Title: PAM-HC: A Bayesian Nonparametric Construction of Hybrid Control for Randomized Clinical Trials Using External Data

Authors: Dehua Bi, Tianjian Zhou, Wei Zhong, Yuan Ji

Subjects: Methodology (stat.ME)

[222]  arXiv:2310.20088 [pdf, other]

Title: Optimal transport representations and functional principal components for distribution-valued processes

Authors: Hang Zhou, Hans-Georg Müller

Subjects: Methodology (stat.ME)

[223]  arXiv:2310.20182 [pdf, other]

Title: Evaluating the Conservativeness of Robust Sandwich Variance Estimator in Weighted Average Treatment Effects

Authors: Shunichiro Orihara

Comments: Keywords: Balancing weight, Causal estimands, Causal null hypothesis, Inverse probability weighting, Propensity score

Subjects: Methodology (stat.ME)

[224]  arXiv:2310.20294 [pdf, ps, other]

Title: Robust nonparametric regression based on deep ReLU neural networks

Authors: Juntong Chen

Comments: 40 pages

Subjects: Methodology (stat.ME)

[225]  arXiv:2310.20376 [pdf, other]

Title: Mixture modeling via vectors of normalized independent finite point processes

Authors: Alessandro Colombi, Raffaele Argiento, Federico Camerlenghi, Lucia Paci

Subjects: Methodology (stat.ME)

[226]  arXiv:2310.20409 [pdf, other]

Title: Detection of nonlinearity, discontinuity and interactions in generalized regression models

Authors: Nikolai Spuck (1), Matthias Schmid (1), Moritz Berger (1) ((1) Institute of Medical Biometry, Infomratics and Epidemiology, Medical Faculty, University of Bonn)

Comments: 30 pages, 8 figures

Subjects: Methodology (stat.ME)

[227]  arXiv:2310.20450 [pdf, other]

Title: Safe Testing for Large-Scale Experimentation Platforms

Authors: Daniel Beasley

Comments: 36 pages, 15 figures

Subjects: Methodology (stat.ME)

[228]  arXiv:2310.20460 [pdf, other]

Title: Aggregating Dependent Signals with Heavy-Tailed Combination Tests

Authors: Lin Gui, Yuchao Jiang, Jingshu Wang

Subjects: Methodology (stat.ME); Statistics Theory (math.ST); Applications (stat.AP)

[229]  arXiv:2310.20537 [pdf, other]

Title: Directed Cyclic Graph for Causal Discovery from Multivariate Functional Data

Authors: Saptarshi Roy, Raymond K. W. Wong, Yang Ni

Comments: 36 pages, 2 figures, 7 tables

Subjects: Methodology (stat.ME); Machine Learning (stat.ML)

[230]  arXiv:2310.00125 (cross-list from stat.CO) [pdf, other]

Title: Covariance Expressions for Multi-Fidelity Sampling with Multi-Output, Multi-Statistic Estimators: Application to Approximate Control Variates

Authors: Thomas O. Dixon, James E. Warner, Geoffrey F. Bomarito, Alex A. Gorodetsky

Comments: 28 pages, 8 figures

Subjects: Computation (stat.CO); Methodology (stat.ME)

[231]  arXiv:2310.00250 (cross-list from math.ST) [pdf, other]

Title: The oracle property of the generalized outcome adaptive lasso

Authors: Ismaila Baldé

Subjects: Statistics Theory (math.ST); Methodology (stat.ME)

[232]  arXiv:2310.00554 (cross-list from math.ST) [pdf, other]

Title: Detecting rare and weak deviations of non-proportional hazard in survival analysis

Authors: Ben Galili, Alon Kipnis, Zohar Yakhini

Comments: Part of this work was presented at JSM 2023

Subjects: Statistics Theory (math.ST); Methodology (stat.ME)

[233]  arXiv:2310.01153 (cross-list from math.ST) [pdf, other]

Title: Post-hoc and Anytime Valid Permutation and Group Invariance Testing

Authors: Nick W. Koning

Subjects: Statistics Theory (math.ST); Methodology (stat.ME)

[234]  arXiv:2310.01374 (cross-list from math.ST) [pdf, other]

Title: Corrected generalized cross-validation for finite ensembles of penalized estimators

Authors: Pierre C. Bellec, Jin-Hong Du, Takuya Koriyama, Pratik Patil, Kai Tan

Comments: 91 pages, 34 figures; this version adds general proof outlines (in Sections 4.3 and 5.3), add more experiments with non-Gaussian data (in Sections D and E), relaxes an assumption (in Section A.7), clarifies explanations at several places, and corrects minor typos at several places

Subjects: Statistics Theory (math.ST); Methodology (stat.ME); Machine Learning (stat.ML)

[235]  arXiv:2310.01533 (cross-list from stat.OT) [pdf, other]

Title: The fiducial-Bayes fusion: A general theory of statistical inference

Authors: Russell J. Bowater

Comments: Possibly the final version

Subjects: Other Statistics (stat.OT); Methodology (stat.ME)

[236]  arXiv:2310.01970 (cross-list from math.ST) [pdf, other]

Title: Optimal averaging for functional linear quantile regression models

Authors: Wenchao Xu, Xinyu Zhang, Jeng-Min Chiou

Comments: Any comments are welcome

Subjects: Statistics Theory (math.ST); Methodology (stat.ME)

[237]  arXiv:2310.02359 (cross-list from stat.AP) [pdf, other]

Title: Descriptive Discriminant Analysis of Multivariate Repeated Measures Data: A Use Case

Authors: Ricarda Graf, Marina Zeldovich, Sarah Friedrich

Subjects: Applications (stat.AP); Methodology (stat.ME)

[238]  arXiv:2310.02461 (cross-list from math.ST) [pdf, other]

Title: Optimization-based frequentist confidence intervals for functionals in constrained inverse problems: Resolving the Burrus conjecture

Authors: Pau Batlle, Pratik Patil, Michael Stanley, Houman Owhadi, Mikael Kuusela

Comments: 54 pages, V3: minor changes in related work and discussion

Subjects: Statistics Theory (math.ST); Methodology (stat.ME)

[239]  arXiv:2310.02940 (cross-list from stat.AP) [pdf, other]

Title: Bayes Watch: Bayesian Change-point Detection for Process Monitoring with Fault Detection

Authors: Alexander C. Murph, Curtis B. Storlie, Patrick M. Wilson, Jonathan P. Williams, Jan Hannig

Comments: 34 pages without Supplementary Material, 5 figures, 1 table

Subjects: Applications (stat.AP); Methodology (stat.ME)

[240]  arXiv:2310.03114 (cross-list from stat.CO) [pdf, other]

Title: Bayesian Parameter Inference for Partially Observed Stochastic Volterra Equations

Authors: Ajay Jasra, Hamza Ruzayqat, Amin Wu

Comments: 17 pages, 5 figures

Subjects: Computation (stat.CO); Methodology (stat.ME)

[241]  arXiv:2310.03351 (cross-list from stat.CO) [pdf, ps, other]

Title: Efficiently analyzing large patient registries with Bayesian joint models for longitudinal and time-to-event data

Authors: P. Miranda Afonso, D. Rizopoulos, A. K. Palipana, G. C. Zhou, C. Brokamp, R. D. Szczesniak, E-R. Andrinopoulou

Subjects: Computation (stat.CO); Methodology (stat.ME)

[242]  arXiv:2310.03722 (cross-list from math.ST) [pdf, other]

Title: Anytime-valid t-tests and confidence sequences for Gaussian means with unknown variance

Authors: Hongjian Wang, Aaditya Ramdas

Comments: Substantive revision in v3 (Apr 23 2024)

Subjects: Statistics Theory (math.ST); Machine Learning (cs.LG); Methodology (stat.ME); Machine Learning (stat.ML)

[243]  arXiv:2310.04563 (cross-list from stat.AP) [pdf, other]

Title: Modeling the Risk of In-Person Instruction during the COVID-19 Pandemic

Authors: Brian Liu, Yujia Zhang, Shane G. Henderson, David B. Shmoys, Peter I. Frazier

Subjects: Applications (stat.AP); Optimization and Control (math.OC); Physics and Society (physics.soc-ph); Quantitative Methods (q-bio.QM); Methodology (stat.ME)

[244]  arXiv:2310.05526 (cross-list from math.ST) [pdf, other]

Title: Projecting infinite time series graphs to finite marginal graphs using number theory

Authors: Andreas Gerhardus, Jonas Wahl, Sofia Faltenbacher, Urmi Ninad, Jakob Runge

Comments: 50 pages (including appendix), 9 figures

Subjects: Statistics Theory (math.ST); Machine Learning (cs.LG); Methodology (stat.ME); Machine Learning (stat.ML)

[245]  arXiv:2310.05921 (cross-list from stat.ML) [pdf, other]

Title: Conformal Decision Theory: Safe Autonomous Decisions from Imperfect Predictions

Authors: Jordan Lekeufack, Anastasios N. Angelopoulos, Andrea Bajcsy, Michael I. Jordan, Jitendra Malik

Comments: 8 pages, 5 figures

Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Robotics (cs.RO); Methodology (stat.ME)

[246]  arXiv:2310.06653 (cross-list from stat.AP) [pdf, other]

Title: Evaluating causal effects on time-to-event outcomes in an RCT in Oncology with treatment discontinuation due to adverse events

Authors: Veronica Ballerini, Björn Bornkamp, Alessandra Mattei, Fabrizia Mealli, Craig Wang, Yufen Zhang

Subjects: Applications (stat.AP); Methodology (stat.ME)

[247]  arXiv:2310.06673 (cross-list from stat.AP) [pdf, other]

Title: Assurance Methods for designing a clinical trial with a delayed treatment effect

Authors: James Salsbury, Jeremy Oakley, Steven Julious, Lisa Hampson

Subjects: Applications (stat.AP); Methodology (stat.ME)

[248]  arXiv:2310.06720 (cross-list from math.ST) [pdf, other]

Title: Asymptotic theory for Bayesian inference and prediction: from the ordinary to a conditional Peaks-Over-Threshold method

Authors: Clément Dombry, Simone A. Padoan, Stefano Rizzelli

Subjects: Statistics Theory (math.ST); Methodology (stat.ME)

[249]  arXiv:2310.07364 (cross-list from math.ST) [pdf, other]

Title: Statistical inference of high-dimensional vector autoregressive time series with non-i.i.d. innovations

Authors: Yunyi Zhang

Comments: 62 pages, 5 figures, 4 tables

Subjects: Statistics Theory (math.ST); Methodology (stat.ME)

[250]  arXiv:2310.07852 (cross-list from stat.ML) [pdf, other]

Title: On the Computational Complexity of Private High-dimensional Model Selection

Authors: Saptarshi Roy, Zehua Wang, Ambuj Tewari

Comments: 27 pages, 2 figures

Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Computation (stat.CO); Methodology (stat.ME)

[251]  arXiv:2310.08397 (cross-list from stat.AP) [pdf, other]

Title: Assessing Marine Mammal Abundance: A Novel Data Fusion

Authors: Erin M. Schliep, Alan E. Gelfand, Christopher W. Clark, Charles M. Mayo, Brigid McKenna, Susan E. Parks, Tina M. Yack, Robert S. Schick

Subjects: Applications (stat.AP); Methodology (stat.ME)

[252]  arXiv:2310.09702 (cross-list from math.ST) [pdf, other]

Title: Inference with Mondrian Random Forests

Authors: Matias D. Cattaneo, Jason M. Klusowski, William G. Underwood

Comments: 49 pages, 1 figure

Subjects: Statistics Theory (math.ST); Methodology (stat.ME); Machine Learning (stat.ML)

[253]  arXiv:2310.09818 (cross-list from stat.CO) [pdf, other]

Title: MCMC for Bayesian nonparametric mixture modeling under differential privacy

Authors: Mario Beraha, Stefano Favaro, Vinayak Rao

Subjects: Computation (stat.CO); Methodology (stat.ME)

[254]  arXiv:2310.09955 (cross-list from math.ST) [pdf, other]

Title: On the Statistical Foundations of H-likelihood for Unobserved Random Variables

Authors: Hangbin Lee, Youngjo Lee

Subjects: Statistics Theory (math.ST); Methodology (stat.ME)

[255]  arXiv:2310.10239 (cross-list from stat.ML) [pdf, other]

Title: Structural transfer learning of non-Gaussian DAG

Authors: Mingyang Ren, Xin He, Junhui Wang

Comments: 35 pages, 3 figures, 3 tables

Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Methodology (stat.ME)

[256]  arXiv:2310.10324 (cross-list from stat.AP) [pdf, other]

Title: Assessing univariate and bivariate risks of late-frost and drought using vine copulas: A historical study for Bavaria

Authors: Marija Tepegjozova, Benjamin F. Meyer, Anja Rammig, Christian S. Zang, Claudia Czado

Subjects: Applications (stat.AP); Methodology (stat.ME); Machine Learning (stat.ML)

[257]  arXiv:2310.11122 (cross-list from stat.ML) [pdf, other]

Title: Sensitivity-Aware Amortized Bayesian Inference

Authors: Lasse Elsemüller, Hans Olischläger, Marvin Schmitt, Paul-Christian Bürkner, Ullrich Köthe, Stefan T. Radev

Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Methodology (stat.ME)

[258]  arXiv:2310.12115 (cross-list from stat.ML) [pdf, other]

Title: MMD-based Variable Importance for Distributional Random Forest

Authors: Clément Bénard, Jeffrey Näf, Julie Josse

Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Methodology (stat.ME)

[259]  arXiv:2310.12140 (cross-list from math.ST) [pdf, other]

Title: Online Estimation with Rolling Validation: Adaptive Nonparametric Estimation with Streaming Data

Authors: Tianyu Zhang, Jing Lei

Subjects: Statistics Theory (math.ST); Methodology (stat.ME); Machine Learning (stat.ML)

[260]  arXiv:2310.12424 (cross-list from math.ST) [pdf, ps, other]

Title: Optimal heteroskedasticity testing in nonparametric regression

Authors: Subhodh Kotekal, Soumyabrata Kundu

Subjects: Statistics Theory (math.ST); Methodology (stat.ME)

[261]  arXiv:2310.12428 (cross-list from stat.ML) [pdf, other]

Title: Towards Enhanced Local Explainability of Random Forests: a Proximity-Based Approach

Authors: Joshua Rosaler, Dhruv Desai, Bhaskarjit Sarmah, Dimitrios Vamvourellis, Deran Onay, Dhagash Mehta, Stefano Pasquali

Comments: 5 pages, 6 figures

Subjects: Machine Learning (stat.ML); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Statistical Finance (q-fin.ST); Methodology (stat.ME)

[262]  arXiv:2310.12460 (cross-list from stat.AP) [pdf, other]

Title: Linear Source Apportionment using Generalized Least Squares

Authors: Jordan Bryan, Peter Hoff

Comments: 31 pages, 5 figures

Subjects: Applications (stat.AP); Methodology (stat.ME)

[263]  arXiv:2310.13444 (cross-list from math.ST) [pdf, other]

Title: Testing for the extent of instability in nearly unstable processes

Authors: Marie Badreau, Frédéric Proïa

Subjects: Statistics Theory (math.ST); Methodology (stat.ME)

[264]  arXiv:2310.13966 (cross-list from stat.ML) [pdf, other]

Title: Minimax Optimal Transfer Learning for Kernel-based Nonparametric Regression

Authors: Chao Wang, Caixing Wang, Xin He, Xingdong Feng

Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Methodology (stat.ME)

[265]  arXiv:2310.13973 (cross-list from math.ST) [pdf, other]

Title: Estimation and convergence rates in the distributional single index model

Authors: Fadoua Balabdaoui, Alexander Henzi, Lukas Looser

Subjects: Statistics Theory (math.ST); Methodology (stat.ME)

[266]  arXiv:2310.15108 (cross-list from stat.ML) [pdf, other]

Title: Evaluating machine learning models in non-standard settings: An overview and new findings

Authors: Roman Hornung, Malte Nalenz, Lennart Schneider, Andreas Bender, Ludwig Bothmann, Bernd Bischl, Thomas Augustin, Anne-Laure Boulesteix

Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Applications (stat.AP); Computation (stat.CO); Methodology (stat.ME)

[267]  arXiv:2310.15124 (cross-list from stat.ML) [pdf, ps, other]

Title: Mixed-Variable Global Sensitivity Analysis For Knowledge Discovery And Efficient Combinatorial Materials Design

Authors: Yigitcan Comlek, Liwei Wang, Wei Chen

Comments: 35 Pages, 10 Figures, 2 Tables

Subjects: Machine Learning (stat.ML); Materials Science (cond-mat.mtrl-sci); Machine Learning (cs.LG); Methodology (stat.ME)

[268]  arXiv:2310.15459 (cross-list from stat.AP) [pdf, other]

Title: Strategies to mitigate bias from time recording errors in pharmacokinetic studies

Authors: Hannah L Weeks, Matthew S Shotwell

Subjects: Applications (stat.AP); Methodology (stat.ME)

[269]  arXiv:2310.16653 (cross-list from stat.CO) [pdf, other]

Title: Adaptive importance sampling for heavy-tailed distributions via $α$-divergence minimization

Authors: Thomas Guilmeau, Nicola Branchini, Emilie Chouzenoux, Víctor Elvira

Subjects: Computation (stat.CO); Methodology (stat.ME); Machine Learning (stat.ML)

[270]  arXiv:2310.16813 (cross-list from stat.AP) [pdf, other]

Title: Improving the Aggregation and Evaluation of NBA Mock Drafts

Authors: Jared D. Fisher, Colin Montague

Comments: 16 pages, 3 figures

Subjects: Applications (stat.AP); Methodology (stat.ME); Other Statistics (stat.OT)

[271]  arXiv:2310.16824 (cross-list from stat.AP) [pdf, other]

Title: Parametric model for post-processing visibility ensemble forecasts

Authors: Ágnes Baran, Sándor Baran

Comments: 26 pages, 14 figures, 3 tables

Subjects: Applications (stat.AP); Methodology (stat.ME)

[272]  arXiv:2310.17546 (cross-list from stat.AP) [pdf, other]

Title: A changepoint approach to modelling non-stationary soil moisture dynamics

Authors: Mengyi Gong, Rebecca Killick, Christopher Nemeth, John Quinton

Comments: 19 pages for the main manuscript, 6 pages for the supplemental document

Subjects: Applications (stat.AP); Methodology (stat.ME)

[273]  arXiv:2310.17629 (cross-list from math.ST) [pdf, ps, other]

Title: Approximate Leave-one-out Cross Validation for Regression with $\ell_1$ Regularizers (extended version)

Authors: Arnab Auddy, Haolin Zou, Kamiar Rahnama Rad, Arian Maleki

Subjects: Statistics Theory (math.ST); Methodology (stat.ME); Machine Learning (stat.ML)

[274]  arXiv:2310.17712 (cross-list from stat.ML) [pdf, other]

Title: Community Detection and Classification Guarantees Using Embeddings Learned by Node2Vec

Authors: Andrew Davison, S. Carlyle Morgan, Owen G. Ward

Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Social and Information Networks (cs.SI); Methodology (stat.ME)

[275]  arXiv:2310.17766 (cross-list from stat.CO) [pdf, other]

Title: Minibatch Markov chain Monte Carlo Algorithms for Fitting Gaussian Processes

Authors: Matthew J Heaton, Jacob A. Johnson

Comments: 19 Pages, 6 Figures

Subjects: Computation (stat.CO); Methodology (stat.ME)

[276]  arXiv:2310.17816 (cross-list from stat.ML) [pdf, other]

Title: Local Discovery by Partitioning: Polynomial-Time Causal Discovery Around Exposure-Outcome Pairs

Authors: Jacqueline Maasch, Weishen Pan, Shantanu Gupta, Volodymyr Kuleshov, Kyra Gan, Fei Wang

Journal-ref: Proceedings of the Fortieth Conference on Uncertainty in Artificial Intelligence (2024)

Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Methodology (stat.ME)

[277]  arXiv:2310.18611 (cross-list from stat.AP) [pdf, other]

Title: Sequential Kalman filter for fast online changepoint detection in longitudinal health records

Authors: Hanmo Li, Yuedong Wang, Mengyang Gu

Subjects: Applications (stat.AP); Methodology (stat.ME)

[278]  arXiv:2310.18733 (cross-list from math.ST) [pdf, other]

Title: Threshold detection under a semiparametric regression model

Authors: Graciela Boente, Florencia Leonardi, Daniela Rodriguez, Mariela Sued

Subjects: Statistics Theory (math.ST); Methodology (stat.ME)

[279]  arXiv:2310.19043 (cross-list from math.ST) [pdf, other]

Title: Differentially Private Permutation Tests: Applications to Kernel Methods

Authors: Ilmun Kim, Antonin Schrab

Subjects: Statistics Theory (math.ST); Cryptography and Security (cs.CR); Machine Learning (cs.LG); Methodology (stat.ME); Machine Learning (stat.ML)

[280]  arXiv:2310.19246 (cross-list from stat.ML) [pdf, other]

Title: A spectral regularisation framework for latent variable models designed for single channel applications

Authors: Ryan Balshaw, P. Stephan Heyns, Daniel N. Wilke, Stephan Schmidt

Comments: 15 pages; 6 figures; 1 table; github; submitted to SoftwareX

Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Methodology (stat.ME)

[281]  arXiv:2310.19683 (cross-list from stat.ML) [pdf, other]

Title: An Online Bootstrap for Time Series

Authors: Nicolai Palm, Thomas Nagler

Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Computation (stat.CO); Methodology (stat.ME)

[282]  arXiv:2310.19788 (cross-list from math.ST) [pdf, other]

Title: Worst-Case Optimal Multi-Armed Gaussian Best Arm Identification with a Fixed Budget

Authors: Masahiro Kato

Subjects: Statistics Theory (math.ST); Machine Learning (cs.LG); Econometrics (econ.EM); Methodology (stat.ME); Machine Learning (stat.ML)

[283]  arXiv:2310.19973 (cross-list from stat.ML) [pdf, other]

Title: Unified Enhancement of Privacy Bounds for Mixture Mechanisms via $f$-Differential Privacy

Authors: Chendi Wang, Buxin Su, Jiayuan Ye, Reza Shokri, Weijie J. Su

Subjects: Machine Learning (stat.ML); Cryptography and Security (cs.CR); Machine Learning (cs.LG); Statistics Theory (math.ST); Methodology (stat.ME)

[284]  arXiv:2310.20058 (cross-list from math.ST) [pdf, other]

Title: New Asymptotic Limit Theory and Inference for Monotone Regression

Authors: Soham Mallick, Siddhaarth Sarkar, Arun Kumar Kuchibhotla

Comments: Additional simulations added along with link to R code files

Subjects: Statistics Theory (math.ST); Methodology (stat.ME)

[285]  arXiv:2310.00233 (cross-list from cs.LG) [pdf, other]

Title: CausalImages: An R Package for Causal Inference with Earth Observation, Bio-medical, and Social Science Images

Authors: Connor T. Jerzak, Adel Daoud

Comments: For accompanying software, see this https URL

Subjects: Machine Learning (cs.LG); Methodology (stat.ME)

[286]  arXiv:2310.00599 (cross-list from math.PR) [pdf, other]

Title: Approximate filtering via discrete dual processes

Authors: Guillaume Kon Kam King, Andrea Pandolfi, Marco Piretto, Matteo Ruggiero

Journal-ref: Stochastic Processes and their Applications 168 (2024), 104268

Subjects: Probability (math.PR); Computation (stat.CO); Methodology (stat.ME)

[287]  arXiv:2310.00809 (cross-list from cs.LG) [pdf, other]

Title: Towards Causal Foundation Model: on Duality between Causal Inference and Attention

Authors: Jiaqi Zhang, Joel Jennings, Agrin Hilmkil, Nick Pawlowski, Cheng Zhang, Chao Ma

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Methodology (stat.ME); Machine Learning (stat.ML)

[288]  arXiv:2310.01033 (cross-list from math.OC) [pdf, ps, other]

Title: M{é}thodologie de dimensionnement par optimisation bay{é}sienne d'une machine synchro-r{é}luctante assist{é}e d'aimants permanents

Authors: Adan Reyes Reyes (IFPEN, SATIE), André Nasr (IFPEN), Delphine Sinoquet (IFPEN), Sami Hlioui (SATIE)

Comments: in French language, Symposium de G{\'e}nie {\'E}lectrique SGE 2023, Jul 2023, Lille, France

Subjects: Optimization and Control (math.OC); Methodology (stat.ME)

[289]  arXiv:2310.02679 (cross-list from cs.LG) [pdf, other]

Title: Diffusion Generative Flow Samplers: Improving learning signals through partial trajectory optimization

Authors: Dinghuai Zhang, Ricky T. Q. Chen, Cheng-Hao Liu, Aaron Courville, Yoshua Bengio

Comments: Accepted by ICLR 2024

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation (stat.CO); Methodology (stat.ME); Machine Learning (stat.ML)

[290]  arXiv:2310.03258 (cross-list from cs.LG) [pdf, other]

Title: Assessing Electricity Service Unfairness with Transfer Counterfactual Learning

Authors: Song Wei, Xiangrui Kong, Alinson Santos Xavier, Shixiang Zhu, Yao Xie, Feng Qiu

Comments: The preliminary version titled "Detecting Electricity Service Equity Issues with Transfer Counterfactual Learning on Large-Scale Outage Datasets" is presented at NeurIPS 2023 Workshops on Causal Representation Learning (CRL) and Algorithmic Fairness through the Lens of Time (AFT); See v1

Subjects: Machine Learning (cs.LG); Methodology (stat.ME)

[291]  arXiv:2310.03776 (cross-list from hep-ph) [pdf, other]

Title: Significance of the negative binomial distribution in multiplicity phenomena

Authors: S. V. Tezlaf

Comments: 18 pages, 3 figures. Physica Scripta (2023)

Subjects: High Energy Physics - Phenomenology (hep-ph); High Energy Physics - Theory (hep-th); Methodology (stat.ME)

[292]  arXiv:2310.04452 (cross-list from cs.CL) [pdf, other]

Title: Short text classification with machine learning in the social sciences: The case of climate change on Twitter

Authors: Karina Shyrokykh, Maksym Girnyk, Lisa Dellmuth

Journal-ref: PLoS ONE 18(9): e0290762 (2023)

Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG); Methodology (stat.ME)

[293]  arXiv:2310.06242 (cross-list from econ.EM) [pdf, other]

Title: Treatment Choice, Mean Square Regret and Partial Identification

Authors: Toru Kitagawa, Sokbae Lee, Chen Qiu

Subjects: Econometrics (econ.EM); Methodology (stat.ME)

[294]  arXiv:2310.06533 (cross-list from q-bio.NC) [pdf, other]

Title: Multilevel Monte Carlo for a class of Partially Observed Processes in Neuroscience

Authors: Mohamed Maama, Ajay Jasra, Kengo Kamatani

Subjects: Neurons and Cognition (q-bio.NC); Methodology (stat.ME)

[295]  arXiv:2310.06746 (cross-list from cs.LG) [pdf, other]

Title: Causal Rule Learning: Enhancing the Understanding of Heterogeneous Treatment Effect via Weighted Causal Rules

Authors: Ying Wu, Hanzhong Liu, Kai Ren, Xiangyu Chang

Subjects: Machine Learning (cs.LG); Methodology (stat.ME); Machine Learning (stat.ML)

[296]  arXiv:2310.07399 (cross-list from math.NA) [pdf, other]

Title: Randomized Runge-Kutta-Nyström

Authors: Nawaf Bou-Rabee, Tore Selland Kleppe

Subjects: Numerical Analysis (math.NA); Probability (math.PR); Computation (stat.CO); Methodology (stat.ME); Machine Learning (stat.ML)

[297]  arXiv:2310.07801 (cross-list from cs.CV) [pdf, other]

Title: Trajectory-aware Principal Manifold Framework for Data Augmentation and Image Generation

Authors: Elvis Han Cui, Bingbin Li, Yanan Li, Weng Kee Wong, Donghui Wang

Comments: 20 figures

Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Methodology (stat.ME)

[298]  arXiv:2310.07839 (cross-list from econ.EM) [pdf, other]

Title: Marital Sorting, Household Inequality and Selection

Authors: Iván Fernández-Val, Aico van Vuuren, Francis Vella

Comments: 63 pages; 13 figures; 36 tables

Subjects: Econometrics (econ.EM); Methodology (stat.ME)

[299]  arXiv:2310.07958 (cross-list from cs.SE) [pdf, other]

Title: Towards Causal Deep Learning for Vulnerability Detection

Authors: Md Mahbubur Rahman, Ira Ceka, Chengzhi Mao, Saikat Chakraborty, Baishakhi Ray, Wei Le

Comments: ICSE 2024, Camera Ready Version

Subjects: Software Engineering (cs.SE); Cryptography and Security (cs.CR); Machine Learning (cs.LG); Methodology (stat.ME)

[300]  arXiv:2310.08115 (cross-list from econ.EM) [pdf, other]

Title: Model-Agnostic Covariate-Assisted Inference on Partially Identified Causal Effects

Authors: Wenlong Ji, Lihua Lei, Asher Spector

Comments: 59 pages, 4 figures

Subjects: Econometrics (econ.EM); Statistics Theory (math.ST); Methodology (stat.ME); Machine Learning (stat.ML)

[301]  arXiv:2310.08193 (cross-list from econ.GN) [pdf, ps, other]

Title: Are sanctions for losers? A network study of trade sanctions

Authors: Fabio Ashtar Telarico

Comments: 8 pages, 1 figure

Journal-ref: The New Economist, 2023, 17(1): 4-11

Subjects: General Economics (econ.GN); Methodology (stat.ME)

[302]  arXiv:2310.08672 (cross-list from econ.EM) [pdf, other]

Title: Machine Learning Who to Nudge: Causal vs Predictive Targeting in a Field Experiment on Student Financial Aid Renewal

Authors: Susan Athey, Niall Keleher, Jann Spiess

Subjects: Econometrics (econ.EM); Machine Learning (cs.LG); Methodology (stat.ME); Machine Learning (stat.ML)

[303]  arXiv:2310.08867 (cross-list from cs.LG) [pdf, ps, other]

Title: A Survey of Methods for Handling Disk Data Imbalance

Authors: Shuangshuang Yuan, Peng Wu, Yuehui Chen, Qiang Li

Subjects: Machine Learning (cs.LG); Databases (cs.DB); Methodology (stat.ME)

[304]  arXiv:2310.09013 (cross-list from econ.EM) [pdf, ps, other]

Title: Smoothed instrumental variables quantile regression

Authors: David M. Kaplan

Comments: accepted manuscript

Journal-ref: Stata Journal 22 (2022) 379-403

Subjects: Econometrics (econ.EM); Computation (stat.CO); Methodology (stat.ME)

[305]  arXiv:2310.09100 (cross-list from math.PR) [pdf, other]

Title: Time-Uniform Self-Normalized Concentration for Vector-Valued Processes

Authors: Justin Whitehouse, Zhiwei Steven Wu, Aaditya Ramdas

Comments: 50 pages, 3 figures

Subjects: Probability (math.PR); Statistics Theory (math.ST); Methodology (stat.ME)

[306]  arXiv:2310.09398 (cross-list from cs.CR) [pdf, other]

Title: An In-Depth Examination of Requirements for Disclosure Risk Assessment

Authors: Ron S. Jarmin, John M. Abowd, Robert Ashmead, Ryan Cumings-Menon, Nathan Goldschlag, Michael B. Hawes, Sallie Ann Keller, Daniel Kifer, Philip Leclerc, Jerome P. Reiter, Rolando A. Rodríguez, Ian Schmutte, Victoria A. Velkoff, Pavel Zhuravlev

Comments: 47 pages, 1 table

Journal-ref: PNAS, October 13, 2023, Vol. 120, No. 43

Subjects: Cryptography and Security (cs.CR); Econometrics (econ.EM); Methodology (stat.ME)

[307]  arXiv:2310.09961 (cross-list from cs.LG) [pdf, other]

Title: Theoretical Evaluation of Asymmetric Shapley Values for Root-Cause Analysis

Authors: Domokos M. Kelen, Mihály Petreczky, Péter Kersch, András A. Benczúr

Comments: 10 pages, 6 figures, to be published in IEEE ICDM 2023

Subjects: Machine Learning (cs.LG); Methodology (stat.ME)

[308]  arXiv:2310.13081 (cross-list from econ.GN) [pdf, other]

Title: Metastable Financial Markets

Authors: Diego Marcondes, Adilson Simonis

Subjects: General Economics (econ.GN); Probability (math.PR); Methodology (stat.ME)

[309]  arXiv:2310.14068 (cross-list from econ.EM) [pdf, other]

Title: Unobserved Grouped Heteroskedasticity and Fixed Effects

Authors: Jorge A. Rivero

Subjects: Econometrics (econ.EM); Applications (stat.AP); Methodology (stat.ME)

[310]  arXiv:2310.14922 (cross-list from physics.soc-ph) [pdf, other]

Title: The Complex Network Patterns of Human Migration at Different Geographical Scales: Network Science meets Regression Analysis

Authors: Dino Pitoski, Ana Meštrović, Hans Schmeets

Comments: 25 pages,6 figures

Subjects: Physics and Society (physics.soc-ph); Methodology (stat.ME)

[311]  arXiv:2310.14983 (cross-list from econ.EM) [pdf, other]

Title: Causal clustering: design of cluster experiments under network interference

Authors: Davide Viviano, Lihua Lei, Guido Imbens, Brian Karrer, Okke Schrijvers, Liang Shi

Subjects: Econometrics (econ.EM); Statistics Theory (math.ST); Methodology (stat.ME)

[312]  arXiv:2310.15333 (cross-list from cs.LG) [pdf, other]

Title: Safe and Interpretable Estimation of Optimal Treatment Regimes

Authors: Harsh Parikh, Quinn Lanners, Zade Akras, Sahar F. Zafar, M. Brandon Westover, Cynthia Rudin, Alexander Volfovsky

Comments: Accepted for publication in the proceedings of AISTATS 2025

Subjects: Machine Learning (cs.LG); Applications (stat.AP); Methodology (stat.ME)

[313]  arXiv:2310.16256 (cross-list from cs.LG) [pdf, other]

Title: A Causal Disentangled Multi-Granularity Graph Classification Method

Authors: Yuan Li, Li Liu, Penggang Chen, Youmin Zhang, Guoyin Wang

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Methodology (stat.ME)

[314]  arXiv:2310.16466 (cross-list from cs.LG) [pdf, other]

Title: Learning Continuous Network Emerging Dynamics from Scarce Observations via Data-Adaptive Stochastic Processes

Authors: Jiaxu Cui, Bingyi Sun, Jiming Liu, Bo Yang

Comments: preprint

Subjects: Machine Learning (cs.LG); Methodology (stat.ME)

[315]  arXiv:2310.16819 (cross-list from econ.EM) [pdf, other]

Title: CATE Lasso: Conditional Average Treatment Effect Estimation with High-Dimensional Linear Regression

Authors: Masahiro Kato, Masaaki Imaizumi

Subjects: Econometrics (econ.EM); Machine Learning (cs.LG); Applications (stat.AP); Methodology (stat.ME); Machine Learning (stat.ML)

[316]  arXiv:2310.17153 (cross-list from cs.LG) [pdf, other]

Title: Hierarchical Semi-Implicit Variational Inference with Application to Diffusion Model Acceleration

Authors: Longlin Yu, Tianyu Xie, Yu Zhu, Tong Yang, Xiangyu Zhang, Cheng Zhang

Comments: 25 pages, 13 figures, NeurIPS 2023

Subjects: Machine Learning (cs.LG); Methodology (stat.ME)

[317]  arXiv:2310.17679 (cross-list from cs.LG) [pdf, ps, other]

Title: Fast Scalable and Accurate Discovery of DAGs Using the Best Order Score Search and Grow-Shrink Trees

Authors: Bryan Andrews, Joseph Ramsey, Ruben Sanchez-Romero, Jazmin Camchong, Erich Kummerfeld

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Methodology (stat.ME)

[318]  arXiv:2310.18212 (cross-list from cs.LG) [pdf, other]

Title: Robustness of Algorithms for Causal Structure Learning to Hyperparameter Choice

Authors: Damian Machlanski, Spyridon Samothrakis, Paul Clarke

Comments: To appear in the 3rd Conference on Causal Learning and Reasoning (CLeaR 2024)

Subjects: Machine Learning (cs.LG); Methodology (stat.ME)

[319]  arXiv:2310.18563 (cross-list from econ.EM) [pdf, ps, other]

Title: Covariate Balancing and the Equivalence of Weighting and Doubly Robust Estimators of Average Treatment Effects

Authors: Tymon Słoczyński, S. Derya Uysal, Jeffrey M. Wooldridge

Subjects: Econometrics (econ.EM); Methodology (stat.ME)

[320]  arXiv:2310.19091 (cross-list from cs.LG) [pdf, other]

Title: Bridging the Gap: Towards an Expanded Toolkit for ML-Supported Decision-Making in the Public Sector

Authors: Unai Fischer-Abaigar, Christoph Kern, Noam Barda, Frauke Kreuter

Subjects: Machine Learning (cs.LG); Computers and Society (cs.CY); Human-Computer Interaction (cs.HC); Methodology (stat.ME)

[321]  arXiv:2310.19253 (cross-list from cs.LG) [pdf, other]

Title: Flow-based Distributionally Robust Optimization

Authors: Chen Xu, Jonghyeok Lee, Xiuyuan Cheng, Yao Xie

Comments: IEEE Journal on Selected Areas in Information Theory (JSAIT). Accepted. 2024

Subjects: Machine Learning (cs.LG); Methodology (stat.ME); Machine Learning (stat.ML)

[322]  arXiv:2310.19435 (cross-list from math.AT) [pdf, other]

Title: A novel characterization of structures in smooth regression curves: from a viewpoint of persistent homology

Authors: Satish Kumar, Subhra Sankar Dhar

Comments: Following modifications have been made: 1) one paragraph is added in the subsection our contribution. 2) Sketch of the proof is modified. 3) An additional subsection has been incorporated in applications namely, comparison of regression curves. 4) Need and interpretation of supporting lemma's has been emphasized in the appendix

Subjects: Algebraic Topology (math.AT); Methodology (stat.ME)

[323]  arXiv:2310.19519 (cross-list from cs.LG) [pdf, other]

Title: A General Neural Causal Model for Interactive Recommendation

Authors: Jialin Liu, Xinyan Su, Peng Zhou, Xiangyu Zhao, Jun Li

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR); Methodology (stat.ME)

[324]  arXiv:2310.20075 (cross-list from cs.LG) [pdf, other]

Title: Meek Separators and Their Applications in Targeted Causal Discovery

Authors: Kirankumar Shiragur, Jiaqi Zhang, Caroline Uhler

Subjects: Machine Learning (cs.LG); Discrete Mathematics (cs.DM); Methodology (stat.ME); Machine Learning (stat.ML)

[325]  arXiv:2310.20483 (cross-list from physics.soc-ph) [pdf, ps, other]

Title: Measuring multidimensional heterogeneity in emergent social phenomena

Authors: Giuseppe Toscani

Subjects: Physics and Society (physics.soc-ph); Methodology (stat.ME)

[326]  arXiv:2310.20697 (cross-list from cs.CL) [pdf, other]

Title: Text-Transport: Toward Learning Causal Effects of Natural Language

Authors: Victoria Lin, Louis-Philippe Morency, Eli Ben-Michael

Comments: Accepted to EMNLP 2023

Subjects: Computation and Language (cs.CL); Methodology (stat.ME)