BAYESIAN DYNAMIC FACTOR ANALYSIS AND COPULA-BASED MODELS FOR MIXED DATA

BAYESIAN DYNAMIC FACTOR ANALYSIS AND COPULA-BASED MODELS FOR MIXED DATA

Available statistical methodologies focus more on accommodating continuous variables, however recently dealing with count data has received high interest in the statistical literature. In this dissertation, we propose some statistical approaches to investigate linear and nonlinear dependencies betwe...

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Bibliographic Details
Main Author: Safari Katesari, Hadi
Format: Others
Published: OpenSIUC 2021
Subjects:
Asymptotic variance
Bayesian inference
Copula and dependecy models
Dimension reduction
Mixed data analysis
Multivariate time series
Online Access:https://opensiuc.lib.siu.edu/dissertations/1948
https://opensiuc.lib.siu.edu/cgi/viewcontent.cgi?article=2952&context=dissertations

Internet

https://opensiuc.lib.siu.edu/dissertations/1948
https://opensiuc.lib.siu.edu/cgi/viewcontent.cgi?article=2952&context=dissertations

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