Browsing SPH Scholarly Articles by Keyword "targeted maximum likelihood estimation"
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Evaluating treatment effectiveness under model misspecification: A comparison of targeted maximum likelihood estimation with bias-corrected matching
(SAGE Publications, 2014)Statistical approaches for estimating treatment effectiveness commonly model the endpoint, or the propensity score, using parametric regressions such as generalised linear models. Misspecification of these models can lead ...