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"Matching" is a statistical technique used to evaluate the effect of a treatment by comparing the treated and non-treated units in an observational study. Matching provides an alternative to older estimation methods, such as ordinary least squares (OLS), which involves strong assumptions that...
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The dominant practice in economics is to choose the mathematical specification of model relations on the basis of convenience, without much theoretical support. This paper discusses how quantitative model specifications can, in some cases, be given a more formal scientific underpinning in the...
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. Detection error probabilities can be used to discipline empirically plausible amounts of robustness. We describe applications to …
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Robustness checks, such as adding controls or sample splits, are a standard feature of reduced-form empirical research … the potentially large number of structural estimations required for such robustness checks. We demonstrate the validity …
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