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Authors and titles for Feb 2024

[1]  arXiv:2402.00154 [pdf, other]

Title: Penalized G-estimation for effect modifier selection in a structural nested mean model for repeated outcomes

Authors: Ajmery Jaman, Guanbo Wang, Ashkan Ertefaie, Michèle Bally, Renée Lévesque, Robert W. Platt, Mireille E. Schnitzer

Subjects: Methodology (stat.ME)

[2]  arXiv:2402.00164 [pdf, other]

Title: De-Biased Two-Sample U-Statistics With Application To Conditional Distribution Testing

Authors: Yuchen Chen, Jing Lei

Comments: 25 pages, 1 figure, 6 tables

Subjects: Methodology (stat.ME)

[3]  arXiv:2402.00168 [pdf, other]

Title: Continuous Treatment Effects with Surrogate Outcomes

Authors: Zhenghao Zeng, David Arbour, Avi Feller, Raghavendra Addanki, Ryan Rossi, Ritwik Sinha, Edward H. Kennedy

Comments: 30 pages, 7 figures

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

[4]  arXiv:2402.00170 [pdf, ps, other]

Title: An Evaluation of Calibrated and Uncalibrated High-Resolution RGB Data in Time Series Analysis for Coal Spoil Characterisation: A Comparative Study

Authors: Sureka Thiruchittampalam, Bikram Pratap Banerjee, Nancy F Glenn, Simit Raval

Subjects: Applications (stat.AP)

[5]  arXiv:2402.00172 [pdf, ps, other]

Title: The Fourier-Malliavin Volatility (FMVol) MATLAB library

Authors: Simona Sanfelici, Giacomo Toscano

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

[6]  arXiv:2402.00183 [pdf, other]

Title: A review of regularised estimation methods and cross-validation in spatiotemporal statistics

Authors: Philipp Otto, Alessandro Fassò, Paolo Maranzano

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

[7]  arXiv:2402.00202 [pdf, ps, other]

Title: Anytime-Valid Generalized Universal Inference on Risk Minimizers

Authors: Neil Dey, Ryan Martin, Jonathan P. Williams

Comments: 33 pages, 6 figures

Subjects: Methodology (stat.ME)

[8]  arXiv:2402.00239 [pdf, ps, other]

Title: Publication bias adjustment in network meta-analysis: an inverse probability weighting approach using clinical trial registries

Authors: Ao Huang, Yi Zhou, Satoshi Hattori

Subjects: Methodology (stat.ME)

[9]  arXiv:2402.00305 [pdf, ps, other]

Title: Information-Theoretic Thresholds for Planted Dense Cycles

Authors: Cheng Mao, Alexander S. Wein, Shenduo Zhang

Comments: 31 pages, 1 figure

Subjects: Statistics Theory (math.ST); Information Theory (cs.IT); Social and Information Networks (cs.SI); Machine Learning (stat.ML)

[10]  arXiv:2402.00307 [pdf, other]

Title: Debiased Multivariable Mendelian Randomization

Authors: Yinxiang Wu, Hyunseung Kang, Ting Ye

Subjects: Methodology (stat.ME)

[11]  arXiv:2402.00335 [pdf, other]

Title: Regression-Based Proximal Causal Inference

Authors: Jiewen Liu, Chan Park, Kendrick Li, Eric J. Tchetgen Tchetgen

Subjects: Methodology (stat.ME)

[12]  arXiv:2402.00358 [pdf, other]

Title: nhppp: Simulating Nonhomogeneous Poisson Point Processes in R

Authors: Thomas A. Trikalinos, Yuliia Sereda

Comments: 34 pages, 7 figures, 6 tables, 8 algorithms

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

[13]  arXiv:2402.00382 [pdf, other]

Title: On the design-dependent suboptimality of the Lasso

Authors: Reese Pathak, Cong Ma

Comments: 19 pages, 1 figure

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

[14]  arXiv:2402.00423 [pdf, ps, other]

Title: Hierarchical Integral Probability Metrics: A distance on random probability measures with low sample complexity

Authors: Marta Catalano, Hugo Lavenant

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

[15]  arXiv:2402.00440 [pdf, other]

Title: Optimal investment, consumption and life insurance decisions for households with consumption habits under the health shock risk

Authors: Zhen Zhao, Wei Liu, Xiaoyi Tang

Subjects: Applications (stat.AP)

[16]  arXiv:2402.00501 [pdf, ps, other]

Title: Equivalence of the Empirical Risk Minimization to Regularization on the Family of f-Divergences

Authors: Francisco Daunas, Iñaki Esnaola, Samir M. Perlaza, H. Vincent Poor

Comments: Submitted to the IEEE Symposium in Information Theory 2024. arXiv admin note: text overlap with arXiv:2306.07123

Subjects: Machine Learning (stat.ML); Information Theory (cs.IT); Machine Learning (cs.LG)

[17]  arXiv:2402.00512 [pdf, other]

Title: A goodness-of-fit test for regression models with spatially correlated errors

Authors: Andrea Meilán-Vila, Jean D. Opsomer, Mario Francisco-Fernández, Rosa M. Crujeiras

Comments: 49 pages, 7 figures

Journal-ref: TEST (2020), 29, 728-749

Subjects: Methodology (stat.ME)

[18]  arXiv:2402.00544 [pdf, other]

Title: Quantum-Assisted Hilbert-Space Gaussian Process Regression

Authors: Ahmad Farooq, Cristian A. Galvis-Florez, Simo Särkkä

Comments: 9 pages, 5 figures

Subjects: Computation (stat.CO); Machine Learning (cs.LG); Quantum Physics (quant-ph)

[19]  arXiv:2402.00555 [pdf, other]

Title: Time Series based Ensemble Model Output Statistics for Temperature Forecasts Postprocessing

Authors: David Jobst, Annette Möller, Jürgen Groß

Subjects: Applications (stat.AP)

[20]  arXiv:2402.00597 [pdf, other]

Title: An efficient multivariate volatility model for many assets

Authors: Wenyu Li, Yuchang Lin, Qianqian Zhu, Guodong Li

Subjects: Methodology (stat.ME)

[21]  arXiv:2402.00610 [pdf, other]

Title: Multivariate ordinal regression for multiple repeated measurements

Authors: Laura Vana-Gür

Subjects: Methodology (stat.ME)

[22]  arXiv:2402.00623 [pdf, other]

Title: Bayesian Causal Inference with Gaussian Process Networks

Authors: Enrico Giudice, Jack Kuipers, Giusi Moffa

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

[23]  arXiv:2402.00645 [pdf, other]

Title: Spectrally Transformed Kernel Regression

Authors: Runtian Zhai, Rattana Pukdee, Roger Jin, Maria-Florina Balcan, Pradeep Ravikumar

Comments: ICLR 2024 spotlight. 36 pages

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

[24]  arXiv:2402.00651 [pdf, other]

Title: Skew-elliptical copula based mixed models for non-Gaussian longitudinal data with application to HIV-AIDS study

Authors: Subhajit Chattopadhyay, Kalyan Das, Sumitra Purkayastha

Comments: 24 pages, 5 figures and 7 tables

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

[25]  arXiv:2402.00668 [pdf, other]

Title: Factor copula models for non-Gaussian longitudinal data

Authors: Subhajit Chattopadhyay

Comments: 24 pages, 4 figures and 10 tables

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