Decorrelated empirical likelihood for generalized linear models with high-dimensional longitudinal data

JOURNAL ARTICLE published August 2024 in Statistics & Probability Letters

Authors: Shuli Geng | Lixin Zhang

Robust heavy-tailed versions of generalized linear models with applications in actuarial science

JOURNAL ARTICLE published June 2024 in Computational Statistics & Data Analysis

Authors: Philippe Gagnon | Yuxi Wang

A constrained maximum likelihood approach to developing well-calibrated models for predicting binary outcomes

JOURNAL ARTICLE published 8 May 2024 in Lifetime Data Analysis

Research funded by NHLBI Division of Intramural Research (R01-HL138306) | Division of Cancer Epidemiology and Genetics, National Cancer Institute (R01-CA236468)

Authors: Yaqi Cao | Weidong Ma | Ge Zhao | Anne Marie McCarthy | Jinbo Chen

Data-Adaptive Multivariate Test for Genomic Studies Using Fused Lasso

JOURNAL ARTICLE published 7 May 2024 in Mathematics

Research funded by Japan Society for the Promotion of Science (23K11009)

Authors: Masao Ueki

Alternative models to support weight loss in chronic musculoskeletal conditions: effectiveness of a physiotherapist-delivered intensive diet programme for knee osteoarthritis, the POWER randomised controlled trial

JOURNAL ARTICLE published May 2024 in British Journal of Sports Medicine

Research funded by Physiotherapy Research Foundation (PG18-004) | National Health and Medical Research Council (1091302,1154217,1174431,2018182) | University of Melbourne (Early Career Researcher Grant)

Authors: Kim Allison | Sarah Jones | Rana S Hinman | Jesse Pardo | Peixuan Li | Anurika DeSilva | Jonathan George Quicke | Priya Sumithran | Jodie Prendergast | Elena George | Melanie A Holden | Nadine E Foster | Kim L Bennell

Partial-linear single-index transformation models with censored data

JOURNAL ARTICLE published 16 April 2024 in Lifetime Data Analysis

Research funded by National Institute of Environmental Health Sciences (R01ES032808)

Authors: Myeonggyun Lee | Andrea B. Troxel | Mengling Liu

Minimal detectable change of gait and balance measures in older neurological patients: estimating the standard error of the measurement from before-after rehabilitation data thanks to the linear mixed-effects models

JOURNAL ARTICLE published 2 April 2024 in Journal of NeuroEngineering and Rehabilitation

Research funded by Ricerca Corrente - Italian Ministry of Health. (RESET project (24C822_2018),RESET project (24C822_2018),RESET project (24C822_2018))

Authors: Antonio Caronni | Michela Picardi | Stefano Scarano | Viviana Rota | Giacomo Guidali | Nadia Bolognini | Massimo Corbo

Generalized linear models for symbolic polygonal data

JOURNAL ARTICLE published April 2024 in Knowledge-Based Systems

Authors: Rafaella L.S. do Nascimento | Renata M.C.R. de Souza | Francisco José de A. Cysneiros

Bootstrapping generalized linear models to accommodate overdispersed count data

JOURNAL ARTICLE published 29 March 2024 in Statistical Papers

Research funded by NSERC (RGPIN-2018-05678)

Authors: Katherine Burak | Adam Kashlak

Time-to-Event Data

BOOK CHAPTER published 27 March 2024 in Generalized Linear Mixed Models

Authors: Walter W. Stroup | Marina Ptukhina | Julie Garai

Multinomial Data

BOOK CHAPTER published 27 March 2024 in Generalized Linear Mixed Models

Authors: Walter W. Stroup | Marina Ptukhina | Julie Garai

Linear Regression and Generalized Linear Models

BOOK CHAPTER published 26 March 2024 in Categorical and Nonparametric Data Analysis

Authors: E. Michael Nussbaum

Application of binary logistic models for identifying high pile rebound using cone penetration test data

JOURNAL ARTICLE published April 2024 in Innovative Infrastructure Solutions

Authors: Alaa M. Shaban | Paul J. Cosentino

Bayesian estimation in generalized linear models for longitudinal data with hyperspherical coordinates

JOURNAL ARTICLE published 3 March 2024 in Statistics

Research funded by NSF of China (U23A2064,12031005)

Authors: Shuli Geng | Lixin Zhang

Inference for Bayesian Nonparametric Models with Binary Response Data via Permutation Counting

JOURNAL ARTICLE published 1 March 2024 in Bayesian Analysis

Authors: Dennis Christensen

Generalized Least Squares Estimation of the Mean Structure

BOOK CHAPTER published 1 March 2024 in Spatial Linear Models for Environmental Data

Authors: Dale L. Zimmerman | Jay M. Ver Hoef

Bayesian Inference on Hierarchical Nonlocal Priors in Generalized Linear Models

JOURNAL ARTICLE published 1 March 2024 in Bayesian Analysis

Authors: Xuan Cao | Kyoungjae Lee

enmpa: An R package for ecological niche modeling using presence-absence data and generalized linear models

POSTED CONTENT published

Authors: Luis F. Arias-Giraldo | Marlon E. Cobos

Clustering of temporal profiles in US climate change data using logistic mixture of spatial multivariate linear models

POSTED CONTENT published

Authors: Seonwoo Lee | Keunbaik Lee | Ju-Hyun Park | Minjung Kyung | Seong-Taek Yun | Jieun Lee | Yongsung Joo

Robust machine learning models: linear and nonlinear

JOURNAL ARTICLE published 16 February 2024 in International Journal of Data Science and Analytics

Authors: Paolo Giudici | Emanuela Raffinetti | Marco Riani