Instrumental Variable Estimation in Binary Regression Measurement Error Models

We describe two approaches to instrumental variable estimation in binary regression measurement error models. The methods entail constructing approximate mean models for the binary response as a function of the measured predictor, the instrument, and any covariates in the model. Estimates are obtain...

Ausführliche Beschreibung

Gespeichert in:

Bibliographische Detailangaben
Veröffentlicht in:	Journal of the American Statistical Association 1995-06, Vol.90 (430), p.541-550
Hauptverfasser:	Stefanski, L. A., Buzas, J. S.
Format:	Artikel
Sprache:	eng
Schlagworte:	Approximation Consistent estimators Estimation bias Estimators Exact sciences and technology Generalized linear models Instrumental variables Instrumental variables estimation Linear inference, regression Linear regression Logistic regression Mathematical models Mathematics Measurement error Modeling Probability and statistics Probit regression Regression analysis Sciences and techniques of general use Statistical methods Statistical models Statistical variance Statistics Theory and Methods
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Schreiben Sie den ersten Kommentar!