Estimating Multilevel Models on Data Streams

L. Ippel*, M. C. Kaptein, Jeroen K. Vermunt

*Corresponding author for this work

Research output: Contribution to journalArticleAcademicpeer-review

Original languageEnglish
Pages (from-to)41-64
Number of pages24
JournalPsychometrika
Volume84
Issue number1
DOIs
Publication statusPublished - Mar 2019

Keywords

  • Data streams
  • expectation maximization algorithm
  • multilevel models
  • machine (online) learning
  • SEMA
  • nested data
  • MAXIMUM-LIKELIHOOD
  • INCOMPLETE-DATA
  • EM ALGORITHM
  • ONLINE

Cite this

Ippel, L., Kaptein, M. C., & Vermunt, J. K. (2019). Estimating Multilevel Models on Data Streams. Psychometrika, 84(1), 41-64. https://doi.org/10.1007/s11336-018-09656-z