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Binary regression with stochastic covariates

2006-01-01
Oral, E.
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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.
Binary data, Stochastic covariate, Order statistics, Non-normality, Modified maximum likelihood, Logistic regression
https://hdl.handle.net/11511/64365

Department of Statistics, Article
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