PERSONAL DE APOYO
BABINO Lucia
congresos y reuniones científicas
Título:
Multiple Protected Estimator in Marginal Structural Models
Autor/es:
BABINO, LUCÍA; ROTNITZKY, ANDREA
Lugar:
Buenos Aires
Reunión:
Congreso; VI Escuela Luis A. Santaló; 2014
Institución organizadora:
Universidad de Buenos Aires - Facultad de Ciencias Exactas y Naturales
Resumen:
Marginal Structural Models (MSM) parametrize the mean effect of a point exposure or time varying treatment on a given response variable possibly conditional on a baseline covariate Z from cross sectional or longitudinal studies. In this work we propose a multiple protected (MP) estimator for the parameters of these models obtained through iterated regressions. We present a simulation experiment which confirms the multiple protection property of the proposed estimator and compares it with two other estimators which do not have the multiple protection property.
