Intraindividual phenotyping of depression in high-risk youth: An application of a multilevel hidden Markov model.
Sign Up to like & getrecommendations! Published in 2023 at "Development and psychopathology"
DOI: 10.1017/s0954579423000500
Abstract: BACKGROUND Traditionally, depression phenotypes have been defined based on interindividual differences that distinguish between subgroups of individuals expressing distinct depressive symptoms often from cross-sectional data. Alternatively, depression phenotypes can be defined based on intraindividual differences,… read more here.
Keywords: youth; state; hidden markov; markov model ... See more keywords
Go Multivariate: Recommendations on Bayesian Multilevel Hidden Markov Models with Categorical Data.
Sign Up to like & getrecommendations! Published in 2023 at "Multivariate behavioral research"
DOI: 10.1080/00273171.2023.2205392
Abstract: The multilevel hidden Markov model (MHMM) is a promising method to investigate intense longitudinal data obtained within the social and behavioral sciences. The MHMM quantifies information on the latent dynamics of behavior over time. In… read more here.
Keywords: multilevel hidden; categorical data; hidden markov;