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Methodology

Authors and titles for recent submissions, skipping first 25

[ total of 78 entries: 1-25 | 26-50 | 51-75 | 76-78 ]
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Thu, 2 May 2024 (continued, showing last 1 of 13 entries)

[26]  arXiv:2405.00118 (cross-list from math.ST) [pdf, other]
Title: Causal Inference with High-dimensional Discrete Covariates
Authors: Zhenghao Zeng, Sivaraman Balakrishnan, Yanjun Han, Edward H. Kennedy
Comments: 64 pages, 5 figures
Subjects: Statistics Theory (math.ST); Methodology (stat.ME)

Wed, 1 May 2024

[27]  arXiv:2404.19700 [pdf, other]
Title: Comparing Multivariate Distributions: A Novel Approach Using Optimal Transport-based Plots
Authors: Sibsankar Singha, Marie Kratz, Sreekar Vadlamani
Comments: 45 pages, 21 figures
Subjects: Methodology (stat.ME); Statistics Theory (math.ST)
[28]  arXiv:2404.19661 [pdf, other]
Title: PCA for Point Processes
Authors: Franck Picard, Vincent Rivoirard, Angelina Roche, Victor Panaretos
Subjects: Methodology (stat.ME); Machine Learning (stat.ML)
[29]  arXiv:2404.19494 [pdf, other]
Title: The harms of class imbalance corrections for machine learning based prediction models: a simulation study
Authors: Alex Carriero, Kim Luijken, Anne de Hond, Karel GM Moons, Ben van Calster, Maarten van Smeden
Subjects: Methodology (stat.ME)
[30]  arXiv:2404.19472 [pdf, other]
Title: Multi-label Classification under Uncertainty: A Tree-based Conformal Prediction Approach
Authors: Chhavi Tyagi, Wenge Guo
Comments: 21 pages, 7 figures; 3 supplementary pages
Journal-ref: In COPA 2023 : 12th Symposium on Conformal and Probabilistic Prediction with Applications
Subjects: Methodology (stat.ME)
[31]  arXiv:2404.19465 [pdf, other]
Title: Optimal E-Values for Exponential Families: the Simple Case
Authors: Peter Grünwald, Tyron Lardy, Yunda Hao, Shaul K. Bar-Lev, Martijn de Jong
Subjects: Methodology (stat.ME); Statistics Theory (math.ST)
[32]  arXiv:2404.19344 [pdf, ps, other]
Title: Data-adaptive structural change-point detection via isolation
Authors: Andreas Anastasiou, Sophia Loizidou
Comments: 33 pages, 4 figures
Subjects: Methodology (stat.ME)
[33]  arXiv:2404.19325 [pdf, ps, other]
Title: Correcting for confounding in longitudinal experiments: positioning non-linear mixed effects modeling as implementation of standardization using latent conditional exchangeability
Authors: Christian Bartels, Martina Scauda, Neva Coello, Thomas Dumortier, Bjoern Bornkamp, Giusi Moffa
Subjects: Methodology (stat.ME); Applications (stat.AP)
[34]  arXiv:2404.19145 [pdf, other]
Title: Orthogonal Bootstrap: Efficient Simulation of Input Uncertainty
Authors: Kaizhao Liu, Jose Blanchet, Lexing Ying, Yiping Lu
Subjects: Methodology (stat.ME); Machine Learning (cs.LG); Econometrics (econ.EM); Statistics Theory (math.ST); Machine Learning (stat.ML)
[35]  arXiv:2404.19127 [pdf, other]
Title: A model-free subdata selection method for classification
Authors: Rakhi Singh
Subjects: Methodology (stat.ME); Machine Learning (stat.ML)
[36]  arXiv:2404.19118 [pdf, other]
Title: Identification and estimation of causal effects using non-concurrent controls in platform trials
Authors: Michele Santacatterina, Federico Macchiavelli Giron, Xinyi Zhang, Ivan Diaz
Subjects: Methodology (stat.ME)
[37]  arXiv:2404.19707 (cross-list from econ.EM) [pdf, other]
Title: Identification by non-Gaussianity in structural threshold and smooth transition vector autoregressive models
Authors: Savi Virolainen
Subjects: Econometrics (econ.EM); Statistics Theory (math.ST); Methodology (stat.ME)
[38]  arXiv:2404.19640 (cross-list from cs.LG) [pdf, other]
Title: Attacking Bayes: On the Adversarial Robustness of Bayesian Neural Networks
Authors: Yunzhen Feng, Tim G. J. Rudner, Nikolaos Tsilivis, Julia Kempe
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Methodology (stat.ME); Machine Learning (stat.ML)
[39]  arXiv:2404.19495 (cross-list from stat.AP) [pdf, ps, other]
Title: Percentage Coefficient (bp) -- Effect Size Analysis (Theory Paper 1)
Authors: Xinshu Zhao (1), Dianshi Moses Li (2), Ze Zack Lai (1), Piper Liping Liu (3), Song Harris Ao (1), Fei You (1) ((1) Department of Communication, Faculty of Social Science, University of Macau, (2) Centre for Empirical Legal Studies, Faculty of Law, University of Macau, (3) School of Media and Communication, Shenzhen University)
Subjects: Applications (stat.AP); Econometrics (econ.EM); Methodology (stat.ME); Other Statistics (stat.OT)
[40]  arXiv:2404.19242 (cross-list from cs.CV) [pdf, other]
Title: A Minimal Set of Parameters Based Depth-Dependent Distortion Model and Its Calibration Method for Stereo Vision Systems
Authors: Xin Ma, Puchen Zhu, Xiao Li, Xiaoyin Zheng, Jianshu Zhou, Xuchen Wang, Kwok Wai Samuel Au
Comments: This paper has been accepted for publication in IEEE Transactions on Instrumentation and Measurement
Subjects: Computer Vision and Pattern Recognition (cs.CV); Image and Video Processing (eess.IV); Methodology (stat.ME)
[41]  arXiv:2404.19224 (cross-list from stat.CO) [pdf, other]
Title: Variational approximations of possibilistic inferential models
Authors: Leonardo Cella, Ryan Martin
Comments: Comments welcome at this https URL
Subjects: Computation (stat.CO); Methodology (stat.ME)

Tue, 30 Apr 2024 (showing first 9 of 27 entries)

[42]  arXiv:2404.18905 [pdf, other]
Title: Detecting critical treatment effect bias in small subgroups
Authors: Piersilvio De Bartolomeis, Javier Abad, Konstantin Donhauser, Fanny Yang
Comments: Accepted for presentation at the Conference on Uncertainty in Artificial Intelligence (UAI) 2024
Subjects: Methodology (stat.ME); Machine Learning (cs.LG); Machine Learning (stat.ML)
[43]  arXiv:2404.18862 [pdf, other]
Title: Conformal Prediction Sets for Populations of Graphs
Authors: Anna Calissano, Matteo Fontana, Gianluca Zeni, Simone Vantini
Subjects: Methodology (stat.ME)
[44]  arXiv:2404.18857 [pdf, other]
Title: VT-MRF-SPF: Variable Target Markov Random Field Scalable Particle Filter
Authors: Ning Ning
Comments: 70 pages
Subjects: Methodology (stat.ME); Applications (stat.AP); Computation (stat.CO)
[45]  arXiv:2404.18854 [pdf, other]
Title: Switching Models of Oscillatory Networks Greatly Improve Inference of Dynamic Functional Connectivity
Authors: Wan-Chi Hsin, Uri T. Eden, Emily P. Stephen
Subjects: Methodology (stat.ME)
[46]  arXiv:2404.18779 [pdf, ps, other]
Title: Semiparametric fiducial inference
Authors: Yifan Cui, Jan Hannig, Paul Edlefsen
Subjects: Methodology (stat.ME); Statistics Theory (math.ST); Computation (stat.CO)
[47]  arXiv:2404.18732 [pdf, other]
Title: Two-way Homogeneity Pursuit for Quantile Network Vector Autoregression
Authors: Wenyang Liu, Ganggang Xu, Jianqing Fan, Xuening Zhu
Subjects: Methodology (stat.ME)
[48]  arXiv:2404.18678 [pdf, other]
Title: Sequential model confidence sets
Authors: Sebastian Arnold, Georgios Gavrilopoulos, Benedikt Schulz, Johanna Ziegel
Subjects: Methodology (stat.ME)
[49]  arXiv:2404.18421 [pdf, other]
Title: Semiparametric mean and variance joint models with Laplace link functions for count time series
Authors: Tianqing Liu, Xiaohui Yuan
Subjects: Methodology (stat.ME); Statistics Theory (math.ST)
[50]  arXiv:2404.18377 [pdf, other]
Title: Inference for the panel ARMA-GARCH model when both $N$ and $T$ are large
Authors: Bing Su, Ke Zhu
Subjects: Methodology (stat.ME)
[ total of 78 entries: 1-25 | 26-50 | 51-75 | 76-78 ]
[ showing 25 entries per page: fewer | more | all ]

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