Bayesian nonparametric multilevel modelling and applications


Autoria(s): Nguyen, Vu
Contribuinte(s)

Phung, Dinh

Venkatesh, Svetha

Data(s)

01/05/2015

Resumo

Our research aims at contributing to the multilevel modeling in data analytics. We address the task of multilevel clustering, multilevel regression, and classification. We provide state of the art solution for the critical problem.

Identificador

http://hdl.handle.net/10536/DRO/DU:30079715

Idioma(s)

eng

Publicador

Deakin University, Faculty of Science Engineering and Built Environment, School of Information Technology

Relação

http://dro.deakin.edu.au/eserv/DU:30079715/nguyen-agreement-2015.pdf

http://dro.deakin.edu.au/eserv/DU:30079715/nguyen-agreement-2016.pdf

http://dro.deakin.edu.au/eserv/DU:30079715/nguyen-bayesianmultilevel-2015A.pdf

Direitos

The author

Palavras-Chave #data analysis #regression analysis #multilevel data
Tipo

Thesis