Methodology

Authors and titles for April 2022

[1] arXiv:2204.00036 [pdf, other]

Title: A Statistical Decision-Theoretical Perspective on the Two-Stage Approach to Parameter Estimation

Braghadeesh Lakshminarayanan, Cristian R. Rojas

Comments: 7 pages, 6 figures, 1 table

Subjects: Methodology (stat.ME); Systems and Control (eess.SY); Machine Learning (stat.ML)

[2] arXiv:2204.00040 [pdf, other]

Title: Integrating Biological Knowledge in Kernel-Based Analyses of Environmental Mixtures and Health

Glen McGee, Ander Wilson, Brent A Coull, Thomas F Webster

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

[3] arXiv:2204.00048 [pdf, other]

Title: Improving Biomarker Based HIV Incidence Estimation in the Treatment Era

Ian E. Fellows, Wolfgang Hladik, Jeffrey W. Eaton, Andrew C. Voetsch, Bharat S. Parekh, Ray W. Shiraishi

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

[4] arXiv:2204.00074 [pdf, other]

Title: When Artificial Parameter Evolution Gets Real: Particle Filtering for Time-Varying Parameter Estimation in Deterministic Dynamical Systems

Andrea Arnold

Comments: 32 pages, 10 figures

Journal-ref: Inverse Problems 39 (2023) 014002

Subjects: Methodology (stat.ME); Dynamical Systems (math.DS); Computation (stat.CO)

[5] arXiv:2204.00111 [pdf, other]

Title: Estimation and inference for high-dimensional nonparametric additive instrumental-variables regression

Ziang Niu, Yuwen Gu, Wei Li

Comments: Submitted version

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

[6] arXiv:2204.00126 [pdf, other]

Title: On site occupancy models with heterogeneity

Wen-Han Hwang, Jakub Stoklosa, Lu-Fang Chen

Subjects: Methodology (stat.ME)

[7] arXiv:2204.00237 [pdf, other]

Title: Approximate Gibbs sampler for Bayesian Huberized lasso

Jun Kawakami, Shintaro Hashimoto

Comments: 40 pages, 18 figures

Subjects: Methodology (stat.ME)

[8] arXiv:2204.00468 [pdf, other]

Title: A Flexible and Parsimonious Modelling Strategy for Clustered Data Analysis

Tao Huang, Youquan Pei, Jinhong You, Wenyang Zhang

Subjects: Methodology (stat.ME)

[9] arXiv:2204.00542 [pdf, other]

Title: Detecting changes in dynamic social networks using multiply-labeled movement data

Zaineb L. Boulil, John W. Durban, Holly Fearnbach, Trevor W. Joyce, Samantha G. M. Leander, Henry R. Scharf

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

[10] arXiv:2204.00750 [pdf, other]

Title: Structural randomised selection

Fan Wang, Sylvia Richardson, Steven M. Hill

Subjects: Methodology (stat.ME)

[11] arXiv:2204.00774 [pdf, other]

Title: A Generalized Family of Exponentiated Composite Distributions

Bowen Liu, Malwane M.A. Ananda

Comments: 15 pages, 5 figures, submitted to Mathematics MDPI

Subjects: Methodology (stat.ME)

[12] arXiv:2204.00857 [pdf, other]

Title: Collaborative causal inference with a distributed data-sharing management

Mengtong Hu, Xu Shi, Peter X.-K. Song

Subjects: Methodology (stat.ME)

[13] arXiv:2204.01042 [pdf, other]

Title: Robust PCA for High Dimensional Data based on Characteristic Transformation

Lingyu He, Yanrong Yang, Bo Zhang

Subjects: Methodology (stat.ME)

[14] arXiv:2204.01110 [pdf, other]

Title: Probability and Non-Probability Samples: Improving Regression Modeling by Using Data from Different Sources

Gerhard Tutz

Subjects: Methodology (stat.ME)

[15] arXiv:2204.01127 [pdf, other]

Title: Bayesian estimation of topological features of persistence diagrams

Asael Fabian Martínez

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

[16] arXiv:2204.01301 [pdf, other]

Title: A Modification of McFadden's $R^2$ for Binary and Ordinal Response Models

Ejike R. Ugba, Jan Gertheiss

Journal-ref: Commun. Stat. Appl. Methods, CSAM. 30 (2023) 49-63

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

[17] arXiv:2204.01364 [pdf, other]

Title: Scalable random number generation for truncated log-concave distributions

Lambardi di San Miniato, Michele, Kenne Pagui, Euloge Clovis

Comments: 24 pages, 10 figures; for associated R package, see this https URL

Subjects: Methodology (stat.ME)

[18] arXiv:2204.01371 [pdf, other]

Title: Non-crossing convex quantile regression

Sheng Dai, Timo Kuosmanen, Xun Zhou

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

[19] arXiv:2204.01401 [pdf, other]

Title: Variance estimation for Sequential Monte Carlo Algorithms: a backward sampling approach

Yazid Janati El idrissi, Sylvain Le Corff, Yohan Petetin

Comments: preprint

Journal-ref: Bernoulli 30 (2), 911-935, 2024

Subjects: Methodology (stat.ME)

[20] arXiv:2204.01573 [pdf, other]

Title: Low Tree-Rank Bayesian Vector Autoregression Model

Leo L. Duan, Zeyu Yuwen, George Michailidis, Zhengwu Zhang

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

[21] arXiv:2204.01686 [pdf, other]

Title: Bayesian Semiparametric Covariate Informed Multivariate Density Deconvolution

Abhra Sarkar

Comments: arXiv admin note: text overlap with arXiv:1912.05084

Subjects: Methodology (stat.ME)

[22] arXiv:2204.01831 [pdf, other]

Title: An adaptive model checking test for functional linear model

Enze Shi, Yi Liu, Ke Sun, Lingzhu Li, Linglong Kong

Subjects: Methodology (stat.ME)

[23] arXiv:2204.01866 [pdf, other]

Title: MCMC for GLMMs

Vivekananda Roy

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

[24] arXiv:2204.01904 [pdf, other]

Title: Prediction Intervals for Simulation Metamodeling

Henry Lam, Haofeng Zhang

Subjects: Methodology (stat.ME)

[25] arXiv:2204.02112 [pdf, other]

Title: GP-BART: a novel Bayesian additive regression trees approach using Gaussian processes

Mateus Maia, Keefe Murphy, Andrew C. Parnell

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

[26] arXiv:2204.02170 [pdf, other]

Title: Semiparametric Approach to Estimation of Marginal and Quantile Effects

Seong-ho Lee, Yanyuan Ma, Elvezio Ronchetti

Subjects: Methodology (stat.ME)

[27] arXiv:2204.02271 [pdf, other]

Title: Methods for Combining Probability and Nonprobability Samples Under Unknown Overlaps

Terrance D. Savitsky, Matthew R. Williams, Julie Gershunskaya, Vladislav Beresovsky, Nels G. Johnson

Comments: Duplication with arXiv.2208.14541

Subjects: Methodology (stat.ME)

[28] arXiv:2204.02344 [pdf, other]

Title: Bayesian Quantile Regression for Longitudinal Count Data

Sanket Jantre

Journal-ref: Journal of Statistical Computation and Simulation, 93:1, 103-127, 2023

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

[29] arXiv:2204.02354 [pdf, other]

Title: GeoSPM: Geostatistical parametric mapping for medicine

Holger Engleitner, Ashwani Jha, Marta Suarez Pinilla, Amy Nelson, Daniel Herron, Geraint Rees, Karl Friston, Martin Rossor, Parashkev Nachev

Comments: 29 pages, 22 figures

Subjects: Methodology (stat.ME)

[30] arXiv:2204.02432 [pdf, other]

Title: Double sampling for informatively missing data in electronic health record-based comparative effectiveness research

Alexander W. Levis, Rajarshi Mukherjee, Rui Wang, Heidi Fischer, Sebastien Haneuse

Comments: 48 pages, 3 figures

Subjects: Methodology (stat.ME)

[31] arXiv:2204.02477 [pdf, html, other]

Title: Method of Winsorized Moments for Robust Fitting of Truncated and Censored Lognormal Distributions

Chudamani Poudyal, Qian Zhao, Vytaras Brazauskas

Comments: 35 pages, 4 figures, etc

Subjects: Methodology (stat.ME)

[32] arXiv:2204.02508 [pdf, other]

Title: A robust scalar-on-function logistic regression for classification

Muge Mutis, Ufuk Beyaztas, Gulhayat Golbasi Simsek, Han Lin Shang

Comments: 23 pages, 8 figures, to appear at the Communications in Statistics - Theory and Methods

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

[33] arXiv:2204.02657 [pdf, other]

Title: Calibrated regression estimation using empirical likelihood under data fusion

Wei Li, Shanshan Luo, Wangli Xu

Subjects: Methodology (stat.ME)

[34] arXiv:2204.02724 [pdf, other]

Title: High-dimensional time series segmentation via factor-adjusted vector autoregressive modelling

Haeran Cho, Hyeyoung Maeng, Idris A. Eckley, Paul Fearnhead

Subjects: Methodology (stat.ME)

[35] arXiv:2204.02872 [pdf, html, other]

Title: Cluster randomized trials designed to support generalizable inferences

Sarah E. Robertson, Jon A. Steingrimsson, Issa J. Dahabreh

Subjects: Methodology (stat.ME)

[36] arXiv:2204.03115 [pdf, other]

Title: Bayesian Adaptive Selection of Basis Functions for Functional Data Representation

Pedro Henrique T. O. Sousa, Camila P. E. de Souza, Ronaldo Dias

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

[37] arXiv:2204.03118 [pdf, other]

Title: A proper scoring rule for minimum information copulas

Yici Chen, Tomonari Sei

Comments: 21 pages, 4 figures; Figures are fixed (V2)

Subjects: Methodology (stat.ME)

[38] arXiv:2204.03146 [pdf, other]

Title: A Modified Net Reclassification Improvement Statistic

Glenn Heller

Comments: 33 pages, 2 figures

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

[39] arXiv:2204.03215 [pdf, other]

Title: Robust Model-based Inference for Non-Probability Samples

Ali Rafei, Michael R. Elliott, Carol A. C. Flannagan

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

[40] arXiv:2204.03447 [pdf, other]

Title: Debiasing the estimate of treatment effect on the treated with time-varying counfounders

Camille Nevoret, Sandrine Katsahian, Agathe Guilloux

Subjects: Methodology (stat.ME)

[41] arXiv:2204.03602 [pdf, other]

Title: A General Class of Trimodal Distributions: Properties and Inference

Roberto Vila, Victor Serra, Mehmet N. Çankaya, Felipe Quintino

Comments: 35 pages, 5 figures

Subjects: Methodology (stat.ME)

[42] arXiv:2204.03841 [pdf, other]

Title: Latent Trait Item Response Models for Continuous Responses

Gerhard Tutz, Pascal Jordan

Subjects: Methodology (stat.ME)

[43] arXiv:2204.03887 [pdf, other]

Title: Uniformly Valid Inference Based on the Lasso in Linear Mixed Models

Peter Kramlinger, Ulrike Schneider, Tatyana Krivobokova

Comments: 25 pages, 1 figure

Journal-ref: Journal of Multivariate Analysis 198 (2023), 105230

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

[44] arXiv:2204.04052 [pdf, other]

Title: Transformation-Invariant Learning of Optimal Individualized Decision Rules with Time-to-Event Outcomes

Yu Zhou, Lan Wang, Rui Song, Tuoyi Zhao

Subjects: Methodology (stat.ME)

[45] arXiv:2204.04119 [pdf, html, other]

Title: Using negative controls to identify causal effects with invalid instrumental variables

Oliver Dukes, David B. Richardson, Zachary Shahn, James M. Robins, Eric J. Tchetgen Tchetgen

Comments: 65 pages

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

[46] arXiv:2204.04253 [pdf, other]

Title: Assessing Statistical Disclosure Risk for Differentially Private, Hierarchical Count Data, with Application to the 2020 U.S. Decennial Census

Zeki Kazan, Jerome Reiter

Comments: The main document is 40 pages with an additional 23 pages of supplemental material and a total of 12 figures. The document has been updated to include revisions based on reviewer comments

Subjects: Methodology (stat.ME)

[47] arXiv:2204.04270 [pdf, other]

Title: Conformal Frequency Estimation with Sketched Data

Matteo Sesia, Stefano Favaro

Comments: 28 pages, 24 figures, 2 tables

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

[48] arXiv:2204.04291 [pdf, other]

Title: Robustly fitting Gaussian graphical models: the R-package robFitConGraph

Daniel Vogel, Stuart J. Watt, Anna Wiedemann

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

[49] arXiv:2204.04309 [pdf, other]

Title: Long-term effect estimation when combining clinical trial and observational follow-up datasets

Gang Cheng, Yen-Chi Chen, Joseph M. Unger, Cathee Till, Ying-Qi Zhao

Comments: 65 pages, 3 figures

Subjects: Methodology (stat.ME)

[50] arXiv:2204.04776 [pdf, other]

Title: Optimal Subsampling for Large Sample Ridge Regression

Yunlu Chen, Nan Zhang

Comments: Journal of Fudan University (Natural Science) (2022)

Subjects: Methodology (stat.ME)