Statistical modeling and machine learning in longitudinal data analysis

Mapping Intimacies ◽

10.5204/thesis.eprints.211253 ◽

2021 ◽

Author(s):

Shuwen Hu

Keyword(s):

Machine Learning ◽

Data Analysis ◽

Longitudinal Data ◽

Statistical Modeling ◽

Longitudinal Data Analysis

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Statistical Modeling in Biomedical Research: Longitudinal Data Analysis

Essential Statistical Methods for Medical Statistics ◽

10.1016/b978-0-444-53737-9.50011-6 ◽

2011 ◽

pp. 235-268 ◽

Author(s):

Chengjie Xiong ◽

Kejun Zhu ◽

Kai Yu ◽

J. Philip Miller

Keyword(s):

Data Analysis ◽

Longitudinal Data ◽

Statistical Modeling ◽

Biomedical Research ◽

Longitudinal Data Analysis

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14 Statistical Modeling in Biomedical Research: Longitudinal Data Analysis

Handbook of Statistics - Epidemiology and Medical Statistics ◽

10.1016/s0169-7161(07)27014-2 ◽

2007 ◽

pp. 429-463 ◽

Author(s):

Chengjie Xiong ◽

Kejun Zhu ◽

Kai Yu ◽

J. Philip Miller

Keyword(s):

Data Analysis ◽

Longitudinal Data ◽

Statistical Modeling ◽

Biomedical Research ◽

Longitudinal Data Analysis

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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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Rapid quantification of extracellular neurotransmitters in mouse brain by PESI/MS/MS and longitudinal data analysis using the R and Stan-based Bayesian state-space model

Talanta ◽

10.1016/j.talanta.2021.122620 ◽

2021 ◽

pp. 122620

Author(s):

Daisuke Kawakami ◽

Mitsuki Tsuchiya ◽

Tasuku Murata ◽

Akira Iguchi ◽

Kei Zaitsu

Keyword(s):

Data Analysis ◽

Longitudinal Data ◽

State Space ◽

Mouse Brain ◽

State Space Model ◽

Longitudinal Data Analysis ◽

Space Model ◽

Rapid Quantification

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A Bayesian Approach for Autoregressive Models in Longitudinal Data Analysis: An Application to Type 2 Diabetes Drug Comparison

Asian Journal of Applied Sciences ◽

10.3923/ajaps.2011.640.648 ◽

2011 ◽

Vol 4 (6) ◽

pp. 640-648 ◽

Author(s):

Dilip C. Nath ◽

Atanu Bhattachar

Keyword(s):

Type 2 Diabetes ◽

Data Analysis ◽

Longitudinal Data ◽

Bayesian Approach ◽

Longitudinal Data Analysis ◽

Autoregressive Models ◽

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Book Review: Applied longitudinal data analysis for epidemiology

Statistical Methods in Medical Research ◽

10.1177/096228020401300407 ◽

2004 ◽

Vol 13 (4) ◽

pp. 339-340

Author(s):

Max K Bulsara

Keyword(s):

Data Analysis ◽

Longitudinal Data ◽

Longitudinal Data Analysis

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Longitudinal Data Analysis

Multiple Imputation in Practice ◽

10.1201/9781315154275-8 ◽

2018 ◽

pp. 121-148

Author(s):

Trivellore Raghunathan ◽

Patricia A. Berglund ◽

Peter W. Solenberger

Keyword(s):

Data Analysis ◽

Longitudinal Data ◽

Longitudinal Data Analysis

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Advances in longitudinal data analysis

Chapman & Hall/CRC Handbooks of Modern Statistical Methods - Longitudinal Data Analysis ◽

10.1201/9781420011579.pt1 ◽

2008 ◽

pp. 3-27 ◽

Author(s):

Garrett Fitzmaurice ◽

Geert Molenberghs

Keyword(s):

Data Analysis ◽

Longitudinal Data ◽

Longitudinal Data Analysis

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Generalized estimating equations for longitudinal data analysis

Chapman & Hall/CRC Handbooks of Modern Statistical Methods - Longitudinal Data Analysis ◽

10.1201/9781420011579.ch3 ◽

2008 ◽

pp. 43-78 ◽

Author(s):

Stuart Lipsitz ◽

Garrett Fitzmaurice

Keyword(s):

Data Analysis ◽

Longitudinal Data ◽

Generalized Estimating Equations ◽

Longitudinal Data Analysis ◽

Estimating Equations ◽

Generalized Estimating

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A Comparison of Three Models in Multivariate Binary Longitudinal Data Analysis: Application to FDCS Study

OALib ◽

10.4236/oalib.1106030 ◽

2020 ◽

Vol 07 (02) ◽

pp. 1-13

Author(s):

Hissah Alzahrani

Keyword(s):

Data Analysis ◽

Longitudinal Data ◽

Longitudinal Data Analysis ◽

Binary Longitudinal Data ◽

Analysis Application

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