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Why Transform Y? A Critical Assessment of Dependent-Variable Transformations in Regression Models for Skewed and Sometimes-Zero Outcomes

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NBER2022-12-01 更新2025-01-04 收录
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Dependent variables that are non-negative, follow right-skewed distributions, and have large probability mass at zero arise often in empirical economics. Two classes of models that transform the dependent variable y the natural logarithm of y plus a constant and the inverse hyperbolic sine have

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2022-12-01
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