Bayesian multilevel compositional data analysis: Introduction, evaluation, and application.
Sign Up to like & getrecommendations! Published in 2024 at "Psychological methods"
DOI: 10.1037/met0000750
Abstract: Multilevel compositional data are data that are repeatedly measured or clustered within groups, and are nonnegative and sum to a constant value. These data arise in various settings, such as intensive, longitudinal studies using ecological… read more here.
Keywords: method; compositional data; bayesian multilevel; multilevel compositional ... See more keywords
Bayesian Multilevel Compositional Data Analysis with the R Package multilevelcoda.
Sign Up to like & getrecommendations! Published in 2024 at "Multivariate behavioral research"
DOI: 10.1080/00273171.2025.2565598
Abstract: Multilevel compositional data, such as data sampled over time that are non-negative and sum to a constant value, are common in various fields. However, there is currently no software specifically built to model compositional data… read more here.
Keywords: package multilevelcoda; multilevel compositional; compositional data; multilevel ... See more keywords