Flexible link functions in nonparametric binary regression with Gaussian process priors

Author:

Li Dan1,Wang Xia1,Lin Lizhen2,Dey Dipak K.3

Affiliation:

1. Department of Mathematical Sciences; University of Cincinnati; Cincinnati, Ohio 45221 U.S.A.

2. Department of Statistics and Data Sciences; University of Texas at Austin; Austin, Texas 78712 U.S.A.

3. Department of Statistics; University of Connecticut; Storrs, Connecticut 06269 U.S.A.

Publisher

Wiley

Subject

Applied Mathematics,General Agricultural and Biological Sciences,General Immunology and Microbiology,General Biochemistry, Genetics and Molecular Biology,General Medicine,Statistics and Probability

Reference34 articles.

1. Binary state space mixed models with flexible link functions: A case study on deep brain stimulation on attention reaction time;Abanto-Valle;Statistics and Its Interface,2015

2. General models for quantal response to the joint action of a mixture of drugs;Ashford;Biometrika,1964

3. Bayesian analysis of binary regression using symmetric and asymmetric links;Basu;Sankhyā: The Indian Journal of Statistics, Series B,2000

4. A new skewed link model for dichotomous quantal response data;Chen;Journal of the American Statistical Association,1999

5. Nonparametric binary regression using a Gaussian process prior;Choudhuri;Statistical Methodology,2007

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