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Causal Inference with Differential Measurement Error: Nonparametric Identification and Sensitivity Analysis

✍ Scribed by Kosuke Imai; Teppei Yamamoto


Book ID
109166118
Publisher
John Wiley and Sons
Year
2010
Tongue
English
Weight
554 KB
Volume
54
Category
Article
ISSN
0092-5853

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## Abstract This paper identifies and nonparametrically estimates sharp bounds on school performance measures based on test scores that may not be valid for all students. A mixture model with verification is developed to handle this problem. This is a mixture model for data that can be partitioned