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Binary regression with stochastic covariates
Date
2006-01-01
Author
Oral, E.
Metadata
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This work is licensed under a
Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License
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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