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

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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

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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

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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

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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

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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

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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

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Mixed Effects Modeling and Longitudinal Data Analysis

Advancing Quantitative Methods in Second Language Research ◽

10.4324/9781315870908-8 ◽

2015 ◽

pp. 159-181 ◽

Author(s):

Ian Cunnings ◽

Ian Finlayson

Keyword(s):

Data Analysis ◽

Longitudinal Data ◽

Longitudinal Data Analysis ◽

Mixed Effects ◽

Mixed Effects Modeling

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The SAEM algorithm for group comparison tests in longitudinal data analysis based on non-linear mixed-effects model

Statistics in Medicine ◽

10.1002/sim.2950 ◽

2007 ◽

Vol 26 (27) ◽

pp. 4860-4875 ◽

Author(s):

Adeline Samson ◽

Marc Lavielle ◽

France Mentré

Keyword(s):

Data Analysis ◽

Longitudinal Data ◽

Longitudinal Data Analysis ◽

Mixed Effects ◽

Mixed Effects Model ◽

Group Comparison ◽

Linear Mixed Effects Model ◽

Linear Mixed Effects ◽

Saem Algorithm ◽

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Mixed-effects Model for Classification and Prediction in Longitudinal Data Analysis

2018 International Conference on Bioinformatics and Systems Biology (BSB) ◽

10.1109/bsb.2018.8770598 ◽

2018 ◽

Author(s):

Mukund Poddar ◽

Gautam Harigovind

Keyword(s):

Data Analysis ◽

Longitudinal Data ◽

Longitudinal Data Analysis ◽

Mixed Effects ◽

Mixed Effects Model

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Longitudinal data analysis: A complex endeavor

New Directions for Child and Adolescent Development ◽

10.1002/cad.20407 ◽

2021 ◽

Vol 2021 (175) ◽

pp. 7-9

Author(s):

Christian Geiser

Keyword(s):

Data Analysis ◽

Longitudinal Data ◽

Longitudinal Data Analysis

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