Large Sample Theory of Maximum Likelihood Estimates in Semiparametric Biased Sampling Models

Vardi [Ann. Statist. 13 178-203 (1985)] introduced an s-sample biased sampling model with known selection weight functions, gave a condition under which the common underlying probability distribution G is uniquely estimable and developed simple procedure for computing the nonparametric maximum likel...

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Bibliographische Detailangaben
Veröffentlicht in:The Annals of Statistics. - Institute of Mathematical Statistics. - 28(2000), 1, Seite 151-194
1. Verfasser: Gilbert, Peter B. (VerfasserIn)
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2000
Zugriff auf das übergeordnete Werk:The Annals of Statistics
Schlagworte:Asymptotic Theory Choice-Based Sampling Clinical Trials Empirical Processes Generalized Logistic Regression HIV Vaccine Trial Nonparametric Maximum Likelihood Selection Bias Models Vardi's Estimator Philosophy mehr... Mathematics Health sciences