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来源类型Publication
来源IDWorking Paper 16
Horseshoes, Hand Grenades, and Treatment Effects? Reassessing Bias in Nonexperimental Estimators
Kenneth Fortson; Philip Gleason; Emma Kopa; and Natalya Verbitsky-Savitz
发表日期2013-03-30
出版者Oakland, CA: Mathematica Policy Research
出版年2013
语种英语
概述Nonexperimental methods, such as regression modeling or statistical matching, produce unbiased estimates if the underlying assumptions hold, but these assumptions are usually not testable. ",
摘要Nonexperimental methods, such as regression modeling or statistical matching, produce unbiased estimates if the underlying assumptions hold, but these assumptions are usually not testable. Most studies testing nonexperimental designs find that they fail to produce unbiased estimates, but these studies have examined weaker evaluation designs. This working paper addresses these limitations and finds the use of baseline data that are strongly predictive of the key outcome measures considerably reduces bias, but might not completely eliminate it.
URLhttps://www.mathematica.org/our-publications-and-findings/publications/horseshoes-hand-grenades-and-treatment-effects-reassessing-bias-in-nonexperimental-estimators
来源智库Mathematica Policy Research (United States)
资源类型智库出版物
条目标识符http://119.78.100.153/handle/2XGU8XDN/487356
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GB/T 7714
Kenneth Fortson,Philip Gleason,Emma Kopa,et al. Horseshoes, Hand Grenades, and Treatment Effects? Reassessing Bias in Nonexperimental Estimators. 2013.
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