Bayesian multiple response kernel regression model for high dimensional data and its practical applications in near infrared spectroscopy

Author:

Chakraborty Sounak

Publisher

Elsevier BV

Subject

Applied Mathematics,Computational Theory and Mathematics,Computational Mathematics,Statistics and Probability

Reference43 articles.

1. Theory of reproducing kernels;Aronszajn;Transactions of the American Mathematical Society,1950

2. Bayesian Theory;Bernardo,1994

3. Multi-task Gaussian process prediction;Bonilla;Advances in Neural Information Processing Systems,2008

4. Random forests;Breiman;Machine Learning,2001

5. The choice of variables in multivariate regression: a Bayesian non-conjugate decision theory approach;Brown;Biometrika,1998

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