Web projektu DAR

Research Centre
Data - Algorithms - Decision Making

Established in 2005 under support of MŠMT ČR (project 1M0572)

Publications

Assessing the performance of variational methods for mixed logistic regression models

Typ:

Jornal article

Authors:

Rijmen F., Vomlel J.

Name of journal:

Journal of Statistical Computation and Simulation

Year:

2008

Number:

8 (2008)

Pages:

765-779

ISSN:

0094-9655

Contact:

Ing. Jiří Vomlel, Ph.D. (ÚTIA - Oddělení matematické teorie rozhodování)

Keywords:

Mixed models, Logistic regression, Variational methods, Lowe

Anotation:

We present a variational estimation method for the mixed logistic regression model. The method is based on a lower bound approximation of the logistic function [Jaakkola, J.S. and Jordan, M.I., 2000].