Methodology

Authors and titles for April 2022

[101] arXiv:2204.10398 [pdf, other]

Title: STD: A Seasonal-Trend-Dispersion Decomposition of Time Series

Grzegorz Dudek

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

[102] arXiv:2204.10403 [pdf, other]

Title: Sparse Graphical Modelling via the Sorted L$_1$-Norm

Riccardo Riccobello, Malgorzata Bogdan, Giovanni Bonaccolto, Philipp J. Kremer, Sandra Paterlini, Piotr Sobczyk

Subjects: Methodology (stat.ME)

[103] arXiv:2204.10426 [pdf, html, other]

Title: Marginal Structural Illness-Death Models for Semi-Competing Risks Data

Yiran Zhang, Andrew Ying, Steve Edland, Lon White, Ronghui Xu

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

[104] arXiv:2204.10459 [pdf, other]

Title: Robust estimation and model diagnostic of insurance loss data: a weighted likelihood approach

Tsz Chai Fung

Subjects: Methodology (stat.ME)

[105] arXiv:2204.10508 [pdf, html, other]

Title: Identification enhanced generalised linear model estimation with nonignorable missing outcomes

Kenji Beppu, Jinung Choi, Kosuke Morikawa, Jongho Im

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

[106] arXiv:2204.10572 [pdf, other]

Title: Notip: Non-parametric True Discovery Proportion control for brain imaging

Alexandre Blain, Bertrand Thirion, Pierre Neuvial

Comments: NeuroImage (2022)

Journal-ref: NeuroImage (2022), 119492

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

[107] arXiv:2204.10623 [pdf, other]

Title: Large Sample Properties of Entropy Balancing Estimators of Average Causal Effects

David Källberg, Ingeborg Waernbaum

Subjects: Methodology (stat.ME)

[108] arXiv:2204.10645 [pdf, other]

Title: A robust Bayesian bias-adjusted random effects model for consideration of uncertainty about bias terms in evidence synthesis

Ivette Raices Cruz, Matthias C. M. Troffaes, Johan Lindström, Ullrika Sahlin

Comments: 21 pages, 6 figures

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

[109] arXiv:2204.10676 [pdf, other]

Title: A Bayesian actor-oriented multilevel relational event model with hypothesis testing procedures

Fabio Vieira, Roger Leenders, Daniel McFarland, Joris Mulder

Subjects: Methodology (stat.ME); Social and Information Networks (cs.SI)

[110] arXiv:2204.10678 [pdf, other]

Title: Sequential monitoring using the Second Generation P-Value with Type I error controlled by monitoring frequency

Jonathan J. Chipman (1 and 2), Robert A. Greevy Jr. (3), Lindsay Mayberry (4), Jeffrey D. Blume (5) ((1) Division of Biostatisitics, University of Utah Intermountain Healthcare Department of Population Health Sciences, University of Utah, (2) Cancer Biostatistics, Huntsman Cancer Institute, University of Utah, (3) Department of Biostatistics, Vanderbilt University Medical Center, Vanderbilt, (4) Department of Medicine, Vanderbilt University Medical Center, Vanderbilt, (5) School of Data Science, University of Virginia)

Comments: 31 pages, 10 figures

Subjects: Methodology (stat.ME)

[111] arXiv:2204.10736 [pdf, other]

Title: Analysing Opportunity Cost of Care Work using Mixed Effects Random Forests under Aggregated Census Data

Patrick Krennmair, Nora Würz, Timo Schmid

Comments: Working Paper

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

[112] arXiv:2204.10739 [pdf, other]

Title: Group sequential methods for interim monitoring of randomized clinical trials with time-lagged outcome

Anastasios A. Tsiatis, Marie Davidian

Comments: 29 pages, 7 tables

Subjects: Methodology (stat.ME)

[113] arXiv:2204.10852 [pdf, other]

Title: A Generalization of Ripley's K Function for the Detection of Spatial Clustering in Areal Data

Stella Self, Anna Overby, Anja Zgodic, David White, Alexander McLain, Caitlin Dyckman

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

[114] arXiv:2204.10929 [pdf, other]

Title: Bayesian Spatiotemporal Modeling for Inverse Problems

Shiwei Lan, Shuyi Li, Mirjeta Pasha

Comments: 38 pages, 23 figures

Subjects: Methodology (stat.ME)

[115] arXiv:2204.10963 [pdf, other]

Title: Local Gaussian process extrapolation for BART models with applications to causal inference

Meijiang Wang, Jingyu He, P. Richard Hahn

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

[116] arXiv:2204.10969 [pdf, html, other]

Title: Combining Doubly Robust Methods and Machine Learning for Estimating Average Treatment Effects for Observational Real-world Data

Xiaoqing Tan, Shu Yang, Wenyu Ye, Douglas E. Faries, Ilya Lipkovich, Zbigniew Kadziola

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

[117] arXiv:2204.10971 [pdf, other]

Title: An Efficient Approach for Optimizing the Cost-effective Individualized Treatment Rule Using Conditional Random Forest

Yizhe Xu, Tom H. Greene, Adam P. Bress, Brandon K. Bellows, Yue Zhang, Zugui Zhang, Paul Kolm, William S.Weintraub, Andrew S. Moran, Jincheng Shen

Comments: Submitted to Statistical Methods in Medical Research

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

[118] arXiv:2204.11155 [pdf, other]

Title: Adaptive Tests for Bandedness of High-dimensional Covariance Matrices

Xiaoyi Wang, Gongjun Xu, Shurong Zheng

Subjects: Methodology (stat.ME)

[119] arXiv:2204.11185 [pdf, other]

Title: Design and analysis of computer experiments with both numeral and distribution inputs

Chunya Li, Xiaojun Cui, Shifeng Xiong

Comments: 24 pages, 6 figures

Subjects: Methodology (stat.ME)

[120] arXiv:2204.11206 [pdf, other]

Title: Partial Identification of Dose Responses with Hidden Confounders

Myrl G. Marmarelis, Elizabeth Haddad, Andrew Jesson, Neda Jahanshad, Aram Galstyan, Greg Ver Steeg

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

[121] arXiv:2204.11325 [pdf, other]

Title: Two-stage matching-adjusted indirect comparison

Antonio Remiro-Azócar

Comments: 24 pages, 1 figure. Minor revisions after submission to BMC Medical Research Methodology

Journal-ref: BMC Medical Research Methodology, 22(1), pp. 1-16, 2022

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

[122] arXiv:2204.11442 [pdf, other]

Title: Generalized Cram\'er's coefficient via $f$-divergence for contingency tables

Wataru Urasaki, Tomoyuki Nakagawa, Tomotaka Momozaki, Sadao Tomizawa

Comments: 36 pages

Subjects: Methodology (stat.ME)

[123] arXiv:2204.11560 [pdf, other]

Title: Robust inference for non-destructive one-shot device testing under step-stress model with exponential lifetimes

Narayanaswamy Balakrishnan, Elena Castilla, María Jaenada, Leandro Pardo

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

[124] arXiv:2204.11756 [pdf, other]

Title: Nonparametric Multiple-Output Center-Outward Quantile Regression

Eustasio del Barrio, Alberto Gonzalez Sanz, Marc Hallin

Comments: 36 pages

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

[125] arXiv:2204.11760 [pdf, other]

Title: A new model for preferential attachment scheme with time-varying parameters

Bo Zhang, Hanyang Tian, Guangming Pan

Subjects: Methodology (stat.ME)

[126] arXiv:2204.11777 [pdf, other]

Title: Bayesian estimation of in-game home team win probability for college basketball

Jason Maddox, Ryan Sides, Jane Harvill

Comments: 16 pages, 4 figures, 4 tables

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

[127] arXiv:2204.11819 [pdf, other]

Title: A new preferential model with homophily for recommender systems

Hanyang Tian, Bo Zhang, Ruixue Jiang

Subjects: Methodology (stat.ME)

[128] arXiv:2204.11979 [pdf, html, other]

Title: Semi-Parametric Sensitivity Analysis for Trials with Irregular and Informative Assessment Times

Bonnie B. Smith, Yujing Gao, Shu Yang, Ravi Varadhan, Andrea J. Apter, Daniel O. Scharfstein

Comments: Revised to include more implementation details, including a tutorial implementing our estimator, and using a more flexible outcome modeling approach in the data analysis. Newest version: revised with improved organization of material, exposition of assumptions, and tutorial

Subjects: Methodology (stat.ME)

[129] arXiv:2204.12038 [pdf, other]

Title: Confidence Band Estimation for Survival Random Forests

Sarah Elizabeth Formentini, Wei Liang, Ruoqing Zhu

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

[130] arXiv:2204.12135 [pdf, other]

Title: Robust Two-Layer Partition Clustering of Sparse Multivariate Functional Data

Zhuo Qu, Wenlin Dai, Marc G. Genton

Comments: 31 pages, 9 figures

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

[131] arXiv:2204.12346 [pdf, other]

Title: On automatic calibration of the SIRD epidemiological model for COVID-19 data in Poland

Piotr Błaszczyk, Konrad Klimczak, Adam Mahdi, Piotr Oprocha, Paweł Potorski, Paweł Przybyłowicz, Michał Sobieraj

Comments: 17 pages, 7 figures

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

[132] arXiv:2204.12447 [pdf, other]

Title: E-values as unnormalized weights in multiple testing

Nikolaos Ignatiadis, Ruodu Wang, Aaditya Ramdas

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

[133] arXiv:2204.12472 [pdf, other]

Title: A Multivariate Spatial and Spatiotemporal ARCH Model

Philipp Otto

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

[134] arXiv:2204.12635 [pdf, other]

Title: Multivariate and regression models for directional data based on projected P\'olya trees

Luis E. Nieto-Barajas

Subjects: Methodology (stat.ME)

[135] arXiv:2204.12699 [pdf, html, other]

Title: Randomness of Shapes and Statistical Inference on Shapes via the Smooth Euler Characteristic Transform

Kun Meng, Jinyu Wang, Lorin Crawford, Ani Eloyan

Comments: 110 pages

Journal-ref: Journal of the American Statistical Association, 2024

Subjects: Methodology (stat.ME)

[136] arXiv:2204.12724 [pdf, other]

Title: Semiparametric transformation Model with measurement error in Covariates: An Instrumental variable approach

Sudheesh K. K., Deemat C. Mathew, Litty Mathew, Min Xie

Comments: We proposed an instrumental variable approach to analyze the linear transformation model when covariates are measured with error

Subjects: Methodology (stat.ME)

[137] arXiv:2204.12733 [pdf, other]

Title: Modeling complex measurement error in microbiome experiments

David S Clausen, Amy D Willis

Subjects: Methodology (stat.ME)

[138] arXiv:2204.13144 [pdf, other]

Title: Proximal Causal Inference for Marginal Counterfactual Survival Curves

Andrew Ying, Yifan Cui, Eric J. Tchetgen Tchetgen

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

[139] arXiv:2204.13193 [pdf, other]

Title: On the statistical role of inexact matching in observational studies

Kevin Guo, Dominik Rothenhäusler

Comments: To appear in Biometrika

Subjects: Methodology (stat.ME)

[140] arXiv:2204.13197 [pdf, other]

Title: Stopping time detection of wood panel compression: A functional time series approach

H. L. Shang, J. Cao, P. Sang

Comments: 24 pages, 5 figures, to appear at the Journal of the Royal Statistical Society: Series C

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

[141] arXiv:2204.13219 [pdf, other]

Title: A Robust Instrumental Variable Method Accounting for Treatment Switching in Open-Label Randomized Controlled Trials

Andrew Ying

Comments: arXiv admin note: substantial text overlap with arXiv:2103.12206

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

[142] arXiv:2204.13248 [pdf, other]

Title: Controlling the False Discovery Rate via Competition: is the +1 needed?

Andrew Rajchert, Uri Keich

Comments: 10 pages + 9 supplementary pages

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

[143] arXiv:2204.13341 [pdf, other]

Title: A robust Bayesian analysis of variable selection under prior ignorance

Tathagata Basu, Matthias C. M. Troffaes, Jochen Einbeck

Comments: 33 pages, 5 figures, 2 tables

Subjects: Methodology (stat.ME)

[144] arXiv:2204.13439 [pdf, html, other]

Title: Mahalanobis balancing: a multivariate perspective on approximate covariate balancing

Yimin Dai, Ying Yan

Subjects: Methodology (stat.ME)

[145] arXiv:2204.13581 [pdf, other]

Title: Permutation tests using arbitrary permutation distributions

Aaditya Ramdas, Rina Foygel Barber, Emmanuel J. Candes, Ryan J. Tibshirani

Subjects: Methodology (stat.ME)

[146] arXiv:2204.13782 [pdf, other]

Title: Pragmatic Clinical Trials in the Rubric of Structural Causal Models

Riddhiman Adib, Sheikh Iqbal Ahamed, Mohammad Adibuzzaman

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

[147] arXiv:2204.13799 [pdf, other]

Title: Topological Data Analysis for Multivariate Time Series Data

Anass El Yaagoubi Bourakna, Moo K. Chung, Hernando Ombao

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

[148] arXiv:2204.13854 [pdf, other]

Title: Hellinger-Bhattacharyya cross-validation for shape-preserving multivariate wavelet thresholding

Carlos Aya-Moreno, Gery Geenens, Spiridon Penev

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

[149] arXiv:2204.13975 [pdf, other]

Title: Conditional average treatment effect estimation with marginally constrained models

Wouter A.C. van Amsterdam, Rajesh Ranganath

Comments: accepted for publication in Journal of Causal Inference, 2023

Subjects: Methodology (stat.ME)

[150] arXiv:2204.14063 [pdf, other]

Title: greed: An R Package for Model-Based Clustering by Greedy Maximization of the Integrated Classification Likelihood

Etienne Côme, Nicolas Jouvin

Subjects: Methodology (stat.ME)