Meta-analysis of binary outcomes via generalized linear mixed models: a simulation study

Ilyas Bakbergenuly; Elena Kulinskaya

doi:10.1186/s12874-018-0531-9

Meta-analysis of binary outcomes via generalized linear mixed models: a simulation study

BMC Medical Research Methodology ◽

10.1186/s12874-018-0531-9 ◽

2018 ◽

Vol 18 (1) ◽

Cited By ~ 8

Author(s):

Ilyas Bakbergenuly ◽

Elena Kulinskaya

Keyword(s):

Simulation Study ◽

Mixed Models ◽

Generalized Linear Mixed Models ◽

Meta Analysis ◽

Linear Mixed Models ◽

Binary Outcomes

Download Full-text

Node-Splitting Generalized Linear Mixed Models for Evaluation of Inconsistency in Network Meta-Analysis

Value in Health ◽

10.1016/j.jval.2016.07.005 ◽

2016 ◽

Vol 19 (8) ◽

pp. 957-963 ◽

Cited By ~ 21

Author(s):

Tu Yu-Kang

Keyword(s):

Mixed Models ◽

Generalized Linear Mixed Models ◽

Meta Analysis ◽

Linear Mixed Models ◽

Node Splitting

Download Full-text

Influence Diagnostics for Meta-Analysis of Individual Patient Data Using Generalized Linear Mixed Models

Studies in Classification, Data Analysis, and Knowledge Organization - Analysis and Modeling of Complex Data in Behavioral and Social Sciences ◽

10.1007/978-3-319-06692-9_14 ◽

2014 ◽

pp. 123-132

Author(s):

Marco Enea ◽

Antonella Plaia

Keyword(s):

Mixed Models ◽

Individual Patient Data ◽

Generalized Linear Mixed Models ◽

Meta Analysis ◽

Linear Mixed Models ◽

Patient Data ◽

Influence Diagnostics

Download Full-text

Meta-analysis of Proportions Using Generalized Linear Mixed Models

Epidemiology ◽

10.1097/ede.0000000000001232 ◽

2020 ◽

Vol 31 (5) ◽

pp. 713-717 ◽

Cited By ~ 4

Author(s):

Lifeng Lin ◽

Haitao Chu

Keyword(s):

Mixed Models ◽

Generalized Linear Mixed Models ◽

Meta Analysis ◽

Linear Mixed Models

Download Full-text

Generalized linear mixed models for meta-analysis

Statistics in Medicine ◽

10.1002/(sici)1097-0258(19990330)18:6<643::aid-sim76>3.0.co;2-m ◽

1999 ◽

Vol 18 (6) ◽

pp. 643-654 ◽

Cited By ~ 34

Author(s):

Robert W. Platt ◽

Brian G. Leroux ◽

Norman Breslow

Keyword(s):

Mixed Models ◽

Generalized Linear Mixed Models ◽

Meta Analysis ◽

Linear Mixed Models

Download Full-text

Sample size and power calculations based on generalized linear mixed models with correlated binary outcomes

Computer Methods and Programs in Biomedicine ◽

10.1016/j.cmpb.2008.03.001 ◽

2008 ◽

Vol 91 (2) ◽

pp. 122-127 ◽

Cited By ~ 23

Author(s):

Qianyu Dang ◽

Sati Mazumdar ◽

Patricia R. Houck

Keyword(s):

Sample Size ◽

Mixed Models ◽

Generalized Linear Mixed Models ◽

Linear Mixed Models ◽

Binary Outcomes ◽

Power Calculations ◽

Correlated Binary Outcomes

Download Full-text

An assessment of estimation methods for generalized linear mixed models with binary outcomes

Statistics in Medicine ◽

10.1002/sim.5866 ◽

2013 ◽

Vol 32 (26) ◽

pp. 4550-4566 ◽

Cited By ~ 28

Author(s):

Marinela Capanu ◽

Mithat Gönen ◽

Colin B. Begg

Keyword(s):

Mixed Models ◽

Generalized Linear Mixed Models ◽

Linear Mixed Models ◽

Estimation Methods ◽

Binary Outcomes

Download Full-text

Use of Generalized Linear Mixed Models for Network Meta-analysis

Medical Decision Making ◽

10.1177/0272989x14545789 ◽

2014 ◽

Vol 34 (7) ◽

pp. 911-918 ◽

Cited By ~ 29

Author(s):

Yu-Kang Tu

Keyword(s):

Mixed Models ◽

Generalized Linear Mixed Models ◽

Meta Analysis ◽

Linear Mixed Models

Download Full-text

Using Generalized Linear Mixed Models to Evaluate Inconsistency within a Network Meta-Analysis

Value in Health ◽

10.1016/j.jval.2015.10.002 ◽

2015 ◽

Vol 18 (8) ◽

pp. 1120-1125 ◽

Cited By ~ 11

Author(s):

Yu-Kang Tu

Keyword(s):

Mixed Models ◽

Generalized Linear Mixed Models ◽

Meta Analysis ◽

Linear Mixed Models

Download Full-text

Laplace approximation, penalized quasi-likelihood, and adaptive Gauss–Hermite quadrature for generalized linear mixed models: towards meta-analysis of binary outcome with sparse data

BMC Medical Research Methodology ◽

10.1186/s12874-020-01035-6 ◽

2020 ◽

Vol 20 (1) ◽

Cited By ~ 1

Author(s):

Ke Ju ◽

Lifeng Lin ◽

Haitao Chu ◽

Liang-Liang Cheng ◽

Chang Xu

Keyword(s):

Mixed Models ◽

Generalized Linear Mixed Models ◽

Meta Analysis ◽

Linear Mixed Models ◽

Sparse Data ◽

Laplace Approximation ◽

Binary Outcome ◽

Gauss Hermite Quadrature

Download Full-text

Estimating covariation between vital rates: A simulation study of connected vs. separate generalized linear mixed models (GLMMs)

Theoretical Population Biology ◽

10.1016/j.tpb.2012.02.003 ◽

2012 ◽

Vol 82 (4) ◽

pp. 299-306 ◽

Cited By ~ 7

Author(s):

Margaret E.K. Evans ◽

Kent E. Holsinger

Keyword(s):

Simulation Study ◽

Mixed Models ◽

Generalized Linear Mixed Models ◽

Linear Mixed Models ◽

Vital Rates

Download Full-text