Browsing FAS Scholarly Articles by Keyword "noncompliance"
Now showing items 1-5 of 5
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Dealing with noncompliance and missing outcomes in a randomized trial using Bayesian technology: Prevention of perinatal sepsis clinical trial, Soweto, South Africa
(Elsevier BV, 2010)The success of interventions designed to address important issues in social and medical science is best addressed by randomized experiments. With human beings there are often complications, however, such as noncompliance ... -
The Essential Role of Pair Matching in Cluster-Randomized Experiments, with Application to the Mexican Universal Health Insurance Evaluation
(Institute of Mathematical Statistics, 2009)A basic feature of many field experiments is that investigators are only able to randomize clusters of individuals—such as households, com- munities, firms, medical practices, schools or classrooms—even when the individual ... -
Evaluating the Effect of Training on Wages in the Presence of Noncompliance, Nonemployment, and Missing Outcome Data
(American Statistical Union, 2012-07-18)The effects of a job-training program on both employment and wages are evaluated, using data from a randomized study. Principal stratification is used to address, simultaneously, the complications of noncompliance, wages ... -
Identification of Causal Effects Using Instrumental Variables
(American Statistical Association, 1996)We outline a framework for causal inference in setting where assignment to a binary treatment is ignorable, but compliance with the assignment is not perfect so that the receipt of treatment is nonignorable. To address the ... -
Public schools versus private schools: Causal inference with partial compliance
(American Educational Research Association (AERA), 2009)An approach to handle partial compliance behavior using principal stratifica- tion is presented and applied to a subset of the longitudinal data from the New York City School Choice Scholarship Program, a randomized ...