Binary regression with stochastic covariates

Date

2006-01-01

Author

Oral, E.

Metadata

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In binary regression the risk factor X has been treated in the literature as a non-stochastic variable. In most situations, however, X is stochastic. We present solutions applicable to such situations. We show that our solutions are more precise than those obtained by treating X as non-stochastic when, in fact, it is stochastic.

Subject Keywords

Binary data, Stochastic covariate, Order statistics, Non-normality, Modified maximum likelihood, Logistic regression

URI

https://hdl.handle.net/11511/64365

Journal

COMMUNICATIONS IN STATISTICS-THEORY AND METHODS

DOI

https://doi.org/10.1080/03610920600637123

Collections

Department of Statistics, Article

Citation Formats

E. Oral, “Binary regression with stochastic covariates,” COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, vol. 35, no. 8, pp. 1429–1447, 2006, Accessed: 00, 2020. [Online]. Available: https://hdl.handle.net/11511/64365.