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Papers in Statistical Methods and Bayesian Inference 110

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Generalized linear mixed-model (GLMM) trees: A flexible decision-tree method for multilevel and longitudinal data
2020 Psychotherapy Research article Mathematics Statistical Methods and Bayesian Inference Open access

Marjolein Fokkema, Julian H. Edbrooke-Childs, Miranda Wolpert

91

citations
Matching Bayesian and frequentist coverage probabilities when using an approximate data covariance matrix
2021 Monthly Notices of the Royal Astronomical Society article Mathematics Statistical Methods and Bayesian Inference Open access

Will J. Percival, Oliver Friedrich, Elena Sellentin, Alan Heavens

77

citations
The significance filter, the winner's curse and the need to shrink
2021 Statistica Neerlandica article Mathematics Statistical Methods and Bayesian Inference Open access

Erik W. van Zwet, Eric Cator

77

citations
Joint models with multiple longitudinal outcomes and a time-to-event outcome: a corrected two-stage approach
2020 Statistics and Computing article Mathematics Statistical Methods and Bayesian Inference Open access

55

citations
Missing data: the impact of what is not there
2020 European Journal of Endocrinology article Mathematics Statistical Methods and Bayesian Inference Open access

Rolf H. H. Groenwold, Olaf M. Dekkers

53

citations
Safe Testing
2020 Information Theory and Applications Workshop (ITA) conference-paper Mathematics Statistical Methods and Bayesian Inference

Peter Grünwald, Rianne de Heide, Wouter M. Koolen

48

citations
The Hitchhiker’s guide to longitudinal models: A primer on model selection for repeated-measures methods
2023 Developmental Cognitive Neuroscience article Mathematics Statistical Methods and Bayesian Inference Open access

Ethan Michael McCormick, Michelle L. Byrne, John Coleman Flournoy, Kathryn L. Mills, Jennifer H. Pfeifer

47

citations
Limitations of two time point data for understanding individual differences in longitudinal modeling — What can difference reveal about change?
2024 Developmental Cognitive Neuroscience article Mathematics Statistical Methods and Bayesian Inference Open access

Sam Parsons, Ethan Michael McCormick

47

citations
Why optional stopping can be a problem for Bayesians
2020 Psychonomic Bulletin & Review article Mathematics Statistical Methods and Bayesian Inference Open access

Rianne de Heide, Peter Grünwald

45

citations
Bayesian hierarchical modeling: an introduction and reassessment
2023 Behavior Research Methods article Mathematics Statistical Methods and Bayesian Inference Open access

Myrthe Veenman, Angelika Marlene Stefan, Julia M. Haaf

45

citations
Missing Data in Prediction Research: A Five-Step Approach for Multiple Imputation, Illustrated in the CENTER-TBI Study
2021 Journal of Neurotrauma article Mathematics Statistical Methods and Bayesian Inference Open access

Benjamin Yaël Gravesteijn, Charlie Aletta Sewalt, Esmée Venema, Daan Nieboer, Ewout Willem Steyerberg, Cecilia A. I. Åkerlund, +92 more

44

citations
Imputation of Ordinal Outcomes: A Comparison of Approaches in Traumatic Brain Injury
2020 Journal of Neurotrauma article Mathematics Statistical Methods and Bayesian Inference Open access

Kevin Kunzmann, Lorenz Wernisch, Sylvia T. Richardson, Ewout Willem Steyerberg, Hester Floor Lingsma, Ari Ercole, +3 more

44

citations
An introduction to joint models—applications in nephrology
2020 Clinical Kidney Journal article Mathematics Statistical Methods and Bayesian Inference Open access

Nicholas C Chesnaye, Giovanni Luigi Tripepi, Friedo Wilhelm Dekker, Carmine Zoccali, Aeilko Having Zwinderman, Kitty J. Jager

42

citations
Repeated Measures ANOVA with Latent Variables to Analyze Interindividual Differences in Contrasts
2020 Multivariate Behavioral Research article Mathematics Statistical Methods and Bayesian Inference

Benedikt Langenberg, Jonathan Lee Helm, Axel Mayer

32

citations
A cautionary note on the use of the missing indicator method for handling missing data in prediction research
2020 Journal of Clinical Epidemiology article Mathematics Statistical Methods and Bayesian Inference Open access

Maarten van Smeden, Rolf H. H. Groenwold, Karel G.M. Moons

32

citations
Standardized Regression Coefficients and Newly Proposed Estimators for R 2 \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$${R}^{{2}}$$\end{document} in Multiply Imputed Data
2020 Psychometrika article Mathematics Statistical Methods and Bayesian Inference Open access

Joost R. van Ginkel

31

citations
Landmarking 2.0: Bridging the gap between joint models and landmarking
2022 Statistics in Medicine article Mathematics Statistical Methods and Bayesian Inference Open access

Hein Putter, Hans C. van Houwelingen

28

citations
A proposal for informative default priors scaled by the standard error of estimates
2021 Data Archiving and Networked Services (DANS) article Mathematics Statistical Methods and Bayesian Inference Open access

Erik W. van Zwet, Andrew Gelman

26

citations
Optional Stopping with Bayes Factors: A Categorization and Extension of Folklore Results, with an Application to Invariant Situations
2020 Bayesian Analysis article Mathematics Statistical Methods and Bayesian Inference Open access

Rianne de Heide

25

citations
Imputation strategies for missing baseline neurological assessment covariates after traumatic brain injury: A CENTER-TBI study
2021 PLoS ONE article Mathematics Statistical Methods and Bayesian Inference Open access

Ari Ercole, Abhishek Dixit, David Nelson, Shubhayu Bhattacharyay, Frederick Adam Zeiler, Daan Nieboer, +8 more

24

citations
Simple and statistically sound recommendations for analysing physical theories
2022 Reports on Progress in Physics article Mathematics Statistical Methods and Bayesian Inference Open access

Shehu AbdusSalam, Fruzsina J. Agocs, Benjamin C Allanach, Peter Athron, Csaba Balázs, Emanuele Bagnaschi, +68 more

22

citations
Joint Modeling of Longitudinal Markers and Time-to-Event Outcomes: An Application and Tutorial in Patients After Surgical Repair of Transposition of the Great Arteries
2021 Circulation Cardiovascular Quality and Outcomes article Mathematics Statistical Methods and Bayesian Inference Open access

Sara J. Baart, Roel L.F. van der Palen, Hein Putter, Roula Tsonaka, Nico A. Blom, Dimitris Rizopoulos, +1 more

20

citations
Construction and assessment of prediction rules for binary outcome in the presence of missing predictor data using multiple imputation and cross‐validation: Methodological approach and data‐based evaluation
2020 Biometrical Journal article Mathematics Statistical Methods and Bayesian Inference Open access

Bart J.A. Mertens, Erika Banzato, Liesbeth C. de Wreede

20

citations
Multiple imputation for cause-specific Cox models: Assessing methods for estimation and prediction
2022 Statistical Methods in Medical Research article Mathematics Statistical Methods and Bayesian Inference Open access

Edouard F. Bonneville, Matthieu Resche‐Rigon, Johannes Schetelig, Hein Putter, Liesbeth C. de Wreede

17

citations
Imputation of missing values in multi-view data
2024 Information Fusion article Mathematics Statistical Methods and Bayesian Inference Open access

Wouter van Loon, Marjolein Fokkema, Frank de Vos, Marisa Koini, Reinhold Ernst Schmidt, Mark de Rooij

17

citations