A researcher is interested in the impact of joining a weight loss program in the past 12 months on the individuals weight loss. The analysis was restricted to people aged 16 and older who answered yes to the question "During the past 12 months, have you tried to lose weight?" about 5% of the sample has joined a weight loss program in the past year.

A First Course in Probability (10th Edition)
10th Edition
ISBN:9780134753119
Author:Sheldon Ross
Publisher:Sheldon Ross
Chapter1: Combinatorial Analysis
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Problem 1.1P: a. How many different 7-place license plates are possible if the first 2 places are for letters and...
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A researcher is interested in the impact of joining a weight loss program in the past 12 months on the individuals weight loss. The analysis was restricted to people aged 16 and older who answered yes to the question "During the past 12 months, have you tried to lose weight?" about 5% of the sample has joined a weight loss program in the past year.

 

1. The researcher has decided to use propensity score analysis.

 

What is be the appropriate estimator this analysis: Average treatment effect, Average treatment effect on the treated or average treatment effect on the untreated?

 

Provide a justification for your choice

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