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Comparing Performance of Propensity Scores Techniques and Ordinary Least Square Methods in Estimating Treatment Effects
Language: en
Pages: 13
Authors: Francis Apaloo
Categories:
Type: BOOK - Published: 2013 - Publisher:

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A key issue in quasi-experimental studies and also with many evaluations which required a treatment effects (i.e. a control or experimental group) design is sel
The Performance of Propensity Score Methods to Estimate the Average Treatment Effect in Observational Studies with Selection Bias
Language: en
Pages: 61
Authors: Sungur Gurel
Categories:
Type: BOOK - Published: 2012 - Publisher:

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We investigated the performance of four different propensity score (PS) methods to reduce selection bias in estimates of the average treatment effect (ATE) in o
Propensity Score Analysis
Language: en
Pages: 449
Authors: Shenyang Guo
Categories: Business & Economics
Type: BOOK - Published: 2015 - Publisher: SAGE

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Provides readers with a systematic review of the origins, history, and statistical foundations of Propensity Score Analysis (PSA) and illustrates how it can be
Performance of the Propensity Score Methods Using Random Forest and Logistic Regression Approaches on the Treatment Effect Estimation in Observational Study
Language: en
Pages: 35
Authors:
Categories: Electronic books
Type: BOOK - Published: 2017 - Publisher:

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The propensity score (PS) is the probability of a subject receiving the treatment given the baseline covariates. People with the same propensity score tend to h
Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score
Language: en
Pages: 68
Authors: Keisuke Hirano
Categories: Estimation theory
Type: BOOK - Published: 2000 - Publisher:

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We are interested in estimating the average effect of a binary treatment on a scalar outcome. If assignment to the treatment is independent of the potential out