Mixed location scale hidden Markov model for the analysis of intensive longitudinal data
Authors:
- 12 August 2020
- journal article
- research article
- Published by Springer Nature in Health Services and Outcomes Research Methodology
- Vol. 20 (4) , 222-236
Abstract
No abstract availableKeywords
Funding Information
- Science and Technology Commission of Shanghai Municipality (19YF1402900)
This publication has 21 references indexed in Scilit:
- Exploring Dynamics in Mood Regulation—Mixture Latent Markov Modeling of Ambulatory Assessment DataPsychosomatic Medicine, 2012
- Modeling Individual Differences in Within-Person Variation of Negative and Positive Affect in a Mixed Effects Location Scale Model Using BUGS/JAGSMultivariate Behavioral Research, 2012
- Online EM Algorithm for Hidden Markov ModelsJournal of Computational and Graphical Statistics, 2011
- Hidden Markov models for alcoholism treatment trial dataThe Annals of Applied Statistics, 2010
- Intraindividual variability in positive and negative affect over 45 days: Do older adults fluctuate less than young adults?Psychology and Aging, 2009
- An Application of a Mixed‐Effects Location Scale Model for Analysis of Ecological Momentary Assessment (EMA) DataBiometrics, 2008
- Ecological Momentary AssessmentAnnual Review of Clinical Psychology, 2008
- The Application of Hidden Markov Models in Speech RecognitionFoundations and Trends® in Signal Processing, 2008
- Hidden Markov Models for Analysis of Biological Rhythm Data2002
- AN INTRODUCTION TO HIDDEN MARKOV MODELS AND BAYESIAN NETWORKSInternational Journal of Pattern Recognition and Artificial Intelligence, 2001