INFLUENCE DIAGNOSTICS FOR GENERALIZED LINEAR MEASUREMENT ERROR MODELS

Authors
ZHAO YJ LEE AH VANHUI Y
Citation
Yj. Zhao et al., INFLUENCE DIAGNOSTICS FOR GENERALIZED LINEAR MEASUREMENT ERROR MODELS, Biometrics, 50(4), 1994, pp. 1117-1128
Citations number
23
Categorie Soggetti
Statistic & Probability","Statistic & Probability
Journal title
Biometrics → ACNP
ISSN journal
0006341X
Volume
50
Issue
4
Year of publication
1994
Pages
1117 - 1128
Database
ISI
SICI code
0006-341X(1994)50:4<1117:IDFGLM>2.0.ZU;2-V
Abstract
We study influence diagnostics for generalized linear models when the true covariates are unobservable but measured with error. Based on the bias-corrected estimation of model parameters, diagnostic measures ar e developed to identify outlying and influential observations. The mag nitude of influence is then assessed via a simulated envelope approach . The proposed diagnostic procedure is illustrated on two examples.