Mixed-effects Models for Repeated Measures in Longitudinal Data Analysis: An Introduction to Methodology, Theory, and Applications

Ouyou toukeigaku ◽

10.5023/jappstat.46.53 ◽

2017 ◽

Vol 46 (2) ◽

pp. 53-65

Author(s):

Masahiko Gosho ◽

Kazushi Maruo

Keyword(s):

Data Analysis ◽

Longitudinal Data ◽

Repeated Measures ◽

Longitudinal Data Analysis ◽

Mixed Effects ◽

Mixed Effects Models

Download Full-text

Permutation Inference Methods for the MMRM (Mixed-Effects Model for Repeated Measures) in Incomplete Longitudinal Data Analysis

Japanese Journal of Biometrics ◽

10.5691/jjb.40.15 ◽

2019 ◽

Vol 40 (1) ◽

pp. 15-34

Author(s):

Yoshifumi Ukyo ◽

Hisashi Noma

Keyword(s):

Data Analysis ◽

Longitudinal Data ◽

Repeated Measures ◽

Longitudinal Data Analysis ◽

Mixed Effects ◽

Mixed Effects Model ◽

Inference Methods

Download Full-text

Application of mixed-effects models to study the country-specific outpatient antibiotic use in Europe: a tutorial on longitudinal data analysis

Journal of Antimicrobial Chemotherapy ◽

10.1093/jac/dkr460 ◽

2011 ◽

Vol 66 (suppl_6) ◽

pp. vi79-vi87 ◽

Author(s):

Girma Minalu ◽

Marc Aerts ◽

Samuel Coenen ◽

Ann Versporten ◽

Arno Muller ◽

...

Keyword(s):

Data Analysis ◽

Longitudinal Data ◽

Longitudinal Data Analysis ◽

Antibiotic Use ◽

Mixed Effects ◽

Mixed Effects Models ◽

Country Specific

Download Full-text

Analysis: Longitudinal Data Analysis (Repeated Measures) in Clinical Trials

Tutorials in Biostatistics ◽

10.1002/0470023678.ch3c ◽

2005 ◽

pp. 353-378

Author(s):

Paul S. Albert

Keyword(s):

Clinical Trials ◽

Data Analysis ◽

Longitudinal Data ◽

Repeated Measures ◽

Longitudinal Data Analysis

Download Full-text

Improved longitudinal data analysis for cross-over design settings, with a piecewise linear mixed-effects model

Communications in Statistics Case Studies Data Analysis and Applications ◽

10.1080/23737484.2021.1959468 ◽

2021 ◽

pp. 1-19

Author(s):

Moses Mwangi ◽

Geert Verbeke ◽

Edmund Njeru Njagi ◽

Samuel Mwalili ◽

Anna Ivanova ◽

...

Keyword(s):

Data Analysis ◽

Longitudinal Data ◽

Piecewise Linear ◽

Longitudinal Data Analysis ◽

Mixed Effects ◽

Mixed Effects Model ◽

Linear Mixed Effects Model ◽

Linear Mixed Effects

Download Full-text

Repeated Measures and Longitudinal Data Analysis

Regression Methods in Biostatistics - Statistics for Biology and Health ◽

10.1007/0-387-27255-0_8 ◽

2005 ◽

pp. 253-289

Keyword(s):

Data Analysis ◽

Longitudinal Data ◽

Repeated Measures ◽

Longitudinal Data Analysis

Download Full-text

Nonparametric Regression Methods for Longitudinal Data Analysis. Mixed-effects Modeling Approaches

Journal of the American Statistical Association ◽

10.1198/jasa.2007.s189 ◽

2007 ◽

Vol 102 (478) ◽

pp. 761-761

Author(s):

Ciprian M Crainiceanu

Keyword(s):

Data Analysis ◽

Longitudinal Data ◽

Nonparametric Regression ◽

Longitudinal Data Analysis ◽

Mixed Effects ◽

Regression Methods ◽

Modeling Approaches ◽

Mixed Effects Modeling

Download Full-text

Repeated measures and longitudinal data analysis using higher-order entropies

Statistica Neerlandica ◽

10.1111/j.1467-9574.2012.00534.x ◽

2012 ◽

Vol 67 (1) ◽

pp. 100-111

Author(s):

Mohammad Al-Rawwash ◽

Amjad D. Al-Nasser

Keyword(s):

Data Analysis ◽

Longitudinal Data ◽

Repeated Measures ◽

Longitudinal Data Analysis ◽

Download Full-text

Bias in longitudinal data analysis with missing data using typical linear mixed-effects modelling and pattern-mixture approach: An analytical illustration

British Journal of Mathematical and Statistical Psychology ◽

10.1111/bmsp.12043 ◽

2014 ◽

Vol 68 (2) ◽

pp. 246-267 ◽

Author(s):

Manshu Yang ◽

Lijuan Wang ◽

Scott E. Maxwell

Keyword(s):

Data Analysis ◽

Missing Data ◽

Longitudinal Data ◽

Longitudinal Data Analysis ◽

Mixed Effects ◽

Linear Mixed Effects

Download Full-text

Longitudinal data analysis (repeated measures) in clinical trials

Statistics in Medicine ◽

10.1002/(sici)1097-0258(19990715)18:13<1707::aid-sim138>3.0.co;2-h ◽

1999 ◽

Vol 18 (13) ◽

pp. 1707-1732 ◽

Author(s):

Paul S. Albert

Keyword(s):

Clinical Trials ◽

Data Analysis ◽

Longitudinal Data ◽

Repeated Measures ◽

Longitudinal Data Analysis

Download Full-text

Multivariate longitudinal data analysis with mixed effects hidden Markov models

10.1111/biom.12296 ◽

2015 ◽

Vol 71 (3) ◽

pp. 821-831 ◽

Author(s):

Jesse D. Raffa ◽

Joel A. Dubin

Keyword(s):

Data Analysis ◽

Longitudinal Data ◽

Hidden Markov Models ◽

Markov Models ◽

Hidden Markov ◽

Longitudinal Data Analysis ◽

Mixed Effects ◽

Multivariate Longitudinal Data

Download Full-text