Generalized Linear Models (2nd ed.)
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...The generic density form can be written as (McCullagh and Nelder 1989) f (y|x, θ) = h(y) exp(yθ − φ(θ))....
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...The generic density form can be written as (McCullagh and Nelder 1989) f (y|x, θ) = h(y) exp(yθ − φ(θ))....
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4,492 citations
4,317 citations
Cites background or methods from "Generalized Linear Models (2nd ed.)..."
...…0 for the canonical link functions, for which This content downloaded by the authorized user from 192.168.52.71 on Tue, 27 Nov 2012 12:04:25 PM All use subject to JSTOR Terms and Conditions Breslow and Clayton: Approximate Inference for GLMM's 11 g'(,) = v ̀ (A) (McCullagh and Nelder 1989, p. 32)....
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...…- 1.37 2.02 .62 *9QC Covariance - - -.25 1.52 -.12 o 9fC Model C: Separate effects each experiment Summer '86 1.37 .70 2.35 .14 1.41 .09 FaIl '86 rerun .98 .60 2.99 1.42 1.26 .62 Fall '86 .40 1.34 .33 2.89 .26 1.50 McCullagh and Nelder (1989), table 14.10. wKarim and Zeger (1992), table 3, medians....
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...Standard GLM techniques (McCullagh and Nelder 1989, sec....
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...Differentiating a ain with respect o b, we have n zizi K`(b) + D-l + R Z'WZ + D-', (4) where W is the n X n diagonal matrix with diagonal terms wi= {aiv(Ai )[g(Aib )]2 } -1 that are recognizable as the GLM iterated weights (Firth 1991, p. 63; McCullagh and Nelder 1989, sec....
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...Because of the balanced design, their quasi-likelihood estimates of the regression parameters were identical to those obtained from standard logistic regression under independence (McCullagh and Nelder 1989, ex....
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3,765 citations
3,170 citations
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...7 We begin with McCullagh and Nelder’s (1989) analytical approximations, but we focus on rare events....
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References
6,765 citations
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4,492 citations
4,317 citations
3,765 citations
3,170 citations