Proceedings of the Korean Statistical Society Conference (한국통계학회:학술대회논문집)
- 2003.10a
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- Pages.161-166
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- 2003
Generalized Weighted Linear Models Based on Distribution Functions
- Yeo, In-Kwon (Division of Mathematics and Statistical Informatics, Chonbuk National University)
- Published : 2003.10.31
Abstract
In this paper, a new form of generalized linear models is proposed. The proposed models consist of a distribution function of the mean response and a weighted linear combination of distribution functions of covariates. This form addresses a structural problem of the link function in the generalized linear models. Markov chain Monte Carlo methods are used to estimate the parameters within a Bayesian framework.
Keywords