Clusterwise multivariate regression of mixed-type panel data

Abstract excerpt

<title>Abstract</title> <p>Multivariate panel data of mixed type are routinely collected in many different areas of application, often jointly with additional covariates which complicate the statistical analysis. Moreover, it is often of interest to identify unknown groups of units in a study population using such data structure, i.e., to perform clustering. In the Bayesian framework, we propose a finite mixture...

Topics

Open a Topic to create a Post that cites this publication.

• Cardiovascular Diseases
• Antiretroviral Therapy, Highly Active
• Dyslipidemias
• Hispanic or Latino
• Likelihood Functions
• Linear Models
• Models, Statistical
• Statistical Distributions

Identifiers and source

Literature Corpus work

6b338c45-0c8e-534a-ac88-d881ff9a4315

DOI

10.21203/rs.3.rs-1882841/v1