弹性与反双曲正弦变换

Elasticities and the Inverse Hyperbolic Sine Transformation

Oxford Bulletin of Economics and Statistics · 2019
被引 1017 · 同刊同年前 2%
人大 AABS 3

中文导读

推导了反双曲正弦变换在常见应用中的弹性公式,并通过实证表明随意变换会导致弹性差异显著,为应用研究者提供实用指导。

Abstract

Abstract Applied econometricians frequently apply the inverse hyperbolic sine (or arcsinh) transformation to a variable because it approximates the natural logarithm of that variable and allows retaining zero‐valued observations. We provide derivations of elasticities in common applications of the inverse hyperbolic sine transformation and show empirically that the difference in elasticities driven by ad hoc transformations can be substantial. We conclude by offering practical guidance for applied researchers.

逆双曲正弦变换弹性零值观测计量经济学方法