Search Results - subject:"Doubly robust estimation"

Decomposing differences in arithmetic means: A doubly-robust estimation approach

Kaiser, Boris - 2013

When decomposing differences in average economic outcome between two groups of individuals, it is common practice to base the analysis on logarithms if the dependent variable is nonnegative. This paper argues that this approach raises a number of undesired statistical and conceptual issues...

Persistent link: https://www.econbiz.de/10010427103

Doubly Robust Estimation of Causal Effects with Multivalued Treatments

Uysal, S. Derya - Department of Economics and Finance Research and … - 2013

This paper provides doubly robust estimators for treatment effect parameters which are defined in multivalued treatment effect framework. We apply this method on a unique data set of British Cohort Study (BCS) to estimate returns to different levels of schooling. Average returns are estimated...

Persistent link: https://www.econbiz.de/10010860383

Semiparametric Estimation and Inference Using Doubly Robust Moment Conditions

Rothe, Christoph; Firpo, Sergio - Institute for the Study of Labor (IZA) - 2013

We study semiparametric two-step estimators which have the same structure as parametric doubly robust estimators in their second step, but retain a fully nonparametric specification in the first step. Such estimators exist in many economic applications, including a wide range of missing data and...

Persistent link: https://www.econbiz.de/10010688393

Semiparametric estimation and inference using doubly robust moment conditions

Rothe, Christoph; Firpo, Sergio - 2013

Persistent link: https://www.econbiz.de/10009792511

Doubly robust estimation of causal effects with multivalued treatments

Uysal, Selver Derya - 2013

Persistent link: https://www.econbiz.de/10010211003

Doubly robust estimation of causal effects with multivalued treatments

Uysal, S. Derya - 2013

Persistent link: https://www.econbiz.de/10009754699

The relationship between periodontal interventions and healthcare costs and utilization : evidence from an integrated dental, medical, and pharmacy commercial claims database

Nasseh, Kamyar; Vujicic, Marko; Glick, Michael - In: Health economics 26 (2017) 4, pp. 519-527

Persistent link: https://www.econbiz.de/10011815631

Decomposing differences in arithmetic means : a doubly robust estimation approach

Kaiser, Boris - In: Empirical economics : a journal of the Institute for … 50 (2016) 3, pp. 873-899

Persistent link: https://www.econbiz.de/10011481139

The Effect of Grade Retention on School Outcomes: An Application of Doubly Robust Estimation Methods

Uysal, Selver Derya - 2010

In this study, I estimate the average causal treatment effect of grade retention on several educational outcome variables, such as completion of upper secondary school, graduation grades in math and German, as well as average final grade using a data set from Germany. The analysis relies on...

Persistent link: https://www.econbiz.de/10010273689

Doubly Robust Estimation with the R Package drgee

Zetterqvist, Johan; Sjölander, Arvid - In: Epidemiologic Methods 4 (2015) 1, pp. 69-86

biased estimates. Doubly robust estimation is an estimation technique that offers some protection against model …-outcome association if either model is correct, not necessarily both. Despite its obvious appeal, doubly robust estimation is not used on … paper we describe a new R package, drgee , which carries out doubly robust estimation in restricted mean models. The package …

Persistent link: https://www.econbiz.de/10014590607