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Efficient empirical-likelihood-based inferences for the single-index model

✍ Scribed by Zhensheng Huang; Riquan Zhang

Book ID: 108185678
Publisher: Elsevier Science
Year: 2011
Tongue: English
Weight: 274 KB
Volume: 102
Category: Article
ISSN: 0047-259X
DOI: 10.1016/j.jmva.2011.01.011

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The parametric generalized linear model assumes that the conditional distribution of a response Y given a d-dimensional covariate X belongs to an exponential family and that a known transformation of the regression function is linear in X. In this paper we relax the latter assumption by considering