Methodology

Authors and titles for April 2022

[51] arXiv:2204.04840 [pdf, other]

Title: Nonparametric Bayes Differential Analysis of Multigroup DNA Methylation Data

Chiyu Gu, Veerabhadran Baladandayuthapani, Subharup Guha

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

[52] arXiv:2204.04973 [pdf, other]

Title: Consistent Estimators for Nonlinear Vessel Models

Fredrik Ljungberg, Martin Enqvist

Comments: 9 pages, 2 figures

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

[53] arXiv:2204.04981 [pdf, other]

Title: Empirical Bayes inference for the block maxima method

Simone A Padoan, Stefano Rizzelli

Subjects: Methodology (stat.ME)

[54] arXiv:2204.05028 [pdf, other]

Title: Robust and Efficient Parameter Estimation for Discretely Observed Stochastic Processes

Rohan Hore, Abhik Ghosh

Comments: Under Review

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

[55] arXiv:2204.05178 [pdf, other]

Title: A Unifying Framework for Flexible Excess Hazard Modeling with Applications in Cancer Epidemiology

A. Eletti, G. Marra, M. Quaresma, R. Radice, F. J. Rubio

Comments: To appear in the Journal of the Royal Statistical Society: Series C Code, simulated data and supplementary material available at: this https URL

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

[56] arXiv:2204.05214 [pdf, other]

Title: An extended Rayleigh model: Properties, regression and COVID-19 application

Gauss M. Cordeiro, Gabriela M. Rodrigues, Edwin M. M. Ortega, Luís H. de Santana, Roberto Vila

Comments: 21 pages, 6 figures

Subjects: Methodology (stat.ME)

[57] arXiv:2204.05602 [pdf, other]

Title: Strategic model reduction by analysing model sloppiness: a case study in coral calcification

Sarah A. Vollert, Christopher Drovandi, Gloria M. Monsalve-Bravo, Matthew P. Adams

Journal-ref: Environmental Modelling and Software 159 (2023) 105578

Subjects: Methodology (stat.ME)

[58] arXiv:2204.05615 [pdf, other]

Title: Normalized Power Prior Bayesian Analysis

Keying Ye, Zifei Han, Yuyan Duan, Tianyu Bai

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

[59] arXiv:2204.05622 [pdf, other]

Title: Eigen-Adjusted Functional Principal Component Analysis

Ci-Ren Jiang, Eardi Lila, John AD Aston, Jane-Ling Wang

Comments: 31 pages, 4 figures

Subjects: Methodology (stat.ME)

[60] arXiv:2204.05734 [pdf, other]

Title: Familywise error rate control for block response-adaptive randomization

Ekkehard Glimm, David Robertson

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

[61] arXiv:2204.05827 [pdf, other]

Title: Correction of overfitting bias in regression models

Emanuele Massa, Marianne Jonker, Kit Roes, Anthony Coolen

Comments: 6 figures, 38 pages including appendices

Subjects: Methodology (stat.ME); Statistics Theory (math.ST); Data Analysis, Statistics and Probability (physics.data-an)

[62] arXiv:2204.05870 [pdf, other]

Title: How much of the past matters? Using dynamic survival models for the monitoring of potassium in heart failure patients using electronic health records

Caterina Gregorio, Giulia Barbati, Arjuna Scagnetto, Andrea Di Lenarda, Francesca Ieva

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

[63] arXiv:2204.05947 [pdf, other]

Title: Detection and Mitigation of Algorithmic Bias via Predictive Rate Parity

Cyrus DiCiccio, Brian Hsu, YinYin Yu, Preetam Nandy, Kinjal Basu

Subjects: Methodology (stat.ME)

[64] arXiv:2204.06030 [pdf, other]

Title: Variable importance measures for heterogeneous causal effects

Oliver Hines, Karla Diaz-Ordaz, Stijn Vansteelandt

Subjects: Methodology (stat.ME)

[65] arXiv:2204.06099 [pdf, other]

Title: Specifying Prior Distributions in Reliability Applications

Qinglong Tian, Colin Lewis-Beck, Jarad Niemi, William Meeker

Subjects: Methodology (stat.ME)

[66] arXiv:2204.06139 [pdf, other]

Title: Practical considerations for specifying a super learner

Rachael V. Phillips, Mark J. van der Laan, Hana Lee, Susan Gruber

Comments: A revised version of this article, which incorporates several modifications based on referees' suggestions, has been published in the International Journal of Epidemiology by Oxford University Press

Journal-ref: International Journal of Epidemiology, Volume 52, Issue 4, August 2023, Pages 1276-1285

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

[67] arXiv:2204.06165 [pdf, other]

Title: A Study on the Power Parameter in Power Prior Bayesian Analysis

Zifei Han, Keying Ye, Min Wang

Journal-ref: The American Statistician 2022

Subjects: Methodology (stat.ME)

[68] arXiv:2204.06313 [pdf, other]

Title: Investigating the efficiency of marginalising over discrete parameters in Bayesian computations

Wen Zhang, Jeffrey Pullin, Lyle Gurrin, Damjan Vukcevic

Comments: 17 pages, 5 figures. This version now uses the R package `posterior` and a few other changes

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

[69] arXiv:2204.06540 [pdf, other]

Title: Time series features for supporting hydrometeorological explorations and predictions in ungauged locations using large datasets

Georgia Papacharalampous, Hristos Tyralis

Journal-ref: Water 14 (2022) 1657

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

[70] arXiv:2204.06610 [pdf, other]

Title: Infinite Hidden Markov Models for Multiple Multivariate Time Series with Missing Data

Lauren Hoskovec, Matthew D. Koslovsky, Kirsten Koehler, Nicholas Good, Jennifer L. Peel, John Volckens, Ander Wilson

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

[71] arXiv:2204.06632 [pdf, other]

Title: Recurrent event analysis in the presence of real-time high frequency data via random subsampling

Walter Dempsey

Subjects: Methodology (stat.ME)

[72] arXiv:2204.06687 [pdf, other]

Title: Designing Experiments Toward Shrinkage Estimation

Evan T. R. Rosenman, Luke Miratrix

Subjects: Methodology (stat.ME)

[73] arXiv:2204.06797 [pdf, other]

Title: A new avenue for Bayesian inference with INLA

Janet van Niekerk, Elias Krainski, Denis Rustand, Haavard Rue

Subjects: Methodology (stat.ME)

[74] arXiv:2204.06906 [pdf, other]

Title: Factor Overnight GARCH-It\^o Models

Donggyu Kim, Minseog Oh, Xinyu Song, Yazhen Wang

Comments: 46 pages, 6 figures

Subjects: Methodology (stat.ME)

[75] arXiv:2204.06911 [pdf, other]

Title: Robust Bayesian inference in complex models with possibility theory

Jeremie Houssineau, David J. Nott

Subjects: Methodology (stat.ME)

[76] arXiv:2204.06914 [pdf, other]

Title: Dynamic Realized Beta Models Using Robust Realized Integrated Beta Estimator

Donggyu Kim, Minseog Oh, Minjeong Song, Yazhen Wang

Comments: 110 pages, 9 figures

Subjects: Methodology (stat.ME)

[77] arXiv:2204.06960 [pdf, html, other]

Title: The replication of equivalence studies

Charlotte Micheloud, Leonhard Held

Comments: 24 pages, 6 figures

Subjects: Methodology (stat.ME)

[78] arXiv:2204.07105 [pdf, other]

Title: Nonresponse Bias Analysis in Longitudinal Studies: A Comparative Review with an Application to the Early Childhood Longitudinal Study

Yajuan Si, Roderick Little, Ya Mo, Nell Sedransk

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

[79] arXiv:2204.07188 [pdf, other]

Title: Flexible Marginal Models for Dependent Data

Glen McGee, Alex Stringer

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

[80] arXiv:2204.07207 [pdf, other]

Title: Hierarchical Embedded Bayesian Additive Regression Trees

Bruna Wundervald, Andrew Parnell, Katarina Domijan

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

[81] arXiv:2204.07544 [pdf, other]

Title: Gamma-Minimax Wavelet Shrinkage with Three-Point Priors

Dixon Vimalajeewa, Brani Vidakovic

Comments: 21 pages, 12 figures, 1 table

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

[82] arXiv:2204.07716 [pdf, other]

Title: FKreg: A MATLAB toolbox for fast Multivariate Kernel Regression

Ying Wang, Min Li, Deirel Paz-Linares, Maria L. Bringas Vega, Pedro A. Valdés-Sosa

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

[83] arXiv:2204.07907 [pdf, other]

Title: Just Identified Indirect Inference Estimator: Accurate Inference through Bias Correction

Yuming Zhang, Yanyuan Ma, Samuel Orso, Mucyo Karemera, Maria-Pia Victoria-Feser, Stéphane Guerrier

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

[84] arXiv:2204.08100 [pdf, html, other]

Title: Multi-Model Subset Selection

Anthony-Alexander Christidis, Stefan Van Aelst, Ruben Zamar

Subjects: Methodology (stat.ME)

[85] arXiv:2204.08122 [pdf, other]

Title: Optimal Conformal Prediction for Small Areas

Elizabeth Bersson, Peter D. Hoff

Comments: 24 pages, 9 figures

Subjects: Methodology (stat.ME)

[86] arXiv:2204.08205 [pdf, other]

Title: A Greedy and Optimistic Approach to Clustering with a Specified Uncertainty of Covariates

Akifumi Okuno, Kohei Hattori

Comments: 20 pages, 27 figures

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

[87] arXiv:2204.08336 [pdf, other]

Title: Simultaneous confidence intervals for the interpretation of primary and secondary effects in factorial designs without a pre-test on interaction

Ludwig A. Hothorn

Comments: 4 figures

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

[88] arXiv:2204.08341 [pdf, other]

Title: itdr: An R package of Integral Transformation Methods to Estimate the SDR Subspaces in Regression

Tharindu P. De Alwis, S. Yaser Samadi, Jiaying Weng

Comments: 17 pages, 1 figure

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

[89] arXiv:2204.08538 [pdf, other]

Title: Marginal log-linear models and mediation analysis

Antonio Forcina

Subjects: Methodology (stat.ME)

[90] arXiv:2204.08628 [pdf, other]

Title: Asymptotic Independence of the Quadratic form and Maximum of Independent Random Variables with Applications to High-Dimensional Tests

Dachuan Chen, Decai Liang, Long Feng

Subjects: Methodology (stat.ME)

[91] arXiv:2204.09193 [pdf, other]

Title: Functional Calibration under Non-Probability Survey Sampling

Zhonglei Wang, Xiaojun Mao, Jae Kwang Kim

Subjects: Methodology (stat.ME)

[92] arXiv:2204.09231 [pdf, other]

Title: Optimal reconciliation with immutable forecasts

Bohan Zhang, Yanfei Kang, Anastasios Panagiotelis, Feng Li

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

[93] arXiv:2204.09254 [pdf, other]

Title: Integral, mean and covariance of the simplex-truncated multivariate normal distribution

Matthew P. Adams

Journal-ref: PLoS One 17 (2022) e0272014

Subjects: Methodology (stat.ME)

[94] arXiv:2204.09751 [pdf, other]

Title: An Adaptive and Robust Method for Multi-trait Analysis of Genome-wide Association Studies Using Summary Statistics

Qiaolan Deng, Chi Song, Shili Lin

Subjects: Methodology (stat.ME)

[95] arXiv:2204.09785 [pdf, other]

Title: Estimating optimal individualized treatment rules with multistate processes

Giorgos Bakoyannis

Subjects: Methodology (stat.ME)

[96] arXiv:2204.09818 [pdf, other]

Title: Variance estimation in pseudo-expected estimating equations for missing data

Giorgos Bakoyannis, Philani B. Mpofu, Andrea Broyles, Brian B. Dixon

Subjects: Methodology (stat.ME)

[97] arXiv:2204.09862 [pdf, other]

Title: Targeting functional parameters with semiparametric Bayesian inference

Vivian Y. Meng, David A. Stephens

Subjects: Methodology (stat.ME)

[98] arXiv:2204.09898 [pdf, other]

Title: Functional Horseshoe Smoothing for Functional Trend Estimation

Tomoya Wakayama, Shonosuke Sugasawa

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

[99] arXiv:2204.10147 [pdf, other]

Title: Comparison of two coefficients of variation: a new Bayesian approach

Francesco Bertolino, Silvia Columbu, Mara Manca, Monica Musio

Subjects: Methodology (stat.ME)

[100] arXiv:2204.10291 [pdf, html, other]

Title: Structural Nested Mean Models Under Parallel Trends Assumptions

Zach Shahn, Oliver Dukes, Meghana Shamsunder, David Richardson, Eric Tchetgen Tchetgen, James Robins

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