A Comparison of Mathematical and Statistical Modeling with Longitudinal Data: An Application to Ecological Momentary Assessment of Behavior Change in Individuals with Alcohol Use Disorder

Sijing Shao, Judith E. Canner, Rebecca A. Everett, Kidist Bekele-Maxwell, Alexis Kuerbis, Lyric Stephenson, Jennifer Menda, Jon Morgenstern, H. T. Banks

Research output: Contribution to journalArticlepeer-review

Original languageEnglish
Article number5
JournalBulletin of Mathematical Biology
Issue number1
StatePublished - Jan 2023

ASJC Scopus Subject Areas

  • General Neuroscience
  • Immunology
  • General Mathematics
  • General Biochemistry,Genetics and Molecular Biology
  • General Environmental Science
  • Pharmacology
  • General Agricultural and Biological Sciences
  • Computational Theory and Mathematics


  • Differential equations
  • Ecological momentary assessment data
  • Generalized estimating equations
  • Generalized linear mixed models
  • Generalized linear mixed-effects Markov models
  • Markov models

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