Nonparametric Bayesian Models for Supervised Dimension Reduction and Regression

Nonparametric Bayesian Models for Supervised Dimension Reduction and Regression

<p>We propose nonparametric Bayesian models for supervised dimension</p><p>reduction and regression problems. Supervised dimension reduction is</p><p>a setting where one needs to reduce the dimensionality of the</p><p>predictors or find the dimension reducti...

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Bibliographic Details
Main Author: Mao, Kai
Other Authors: Mukherjee, Sayan
Format: Others
Language:en_US
Published: 2009
Subjects:
Statistics
Dirichlet process
Kernel models
Nonparametric Bayesian
Supervised dimension reduction
Online Access:http://hdl.handle.net/10161/1581

Internet

http://hdl.handle.net/10161/1581

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