作物产量偏态的正态理论

Toward a Normative Theory of Crop Yield Skewness

American Journal of Agricultural Economics · 2008
被引 0
人大 AABS 3

中文导读

从理论上解释为何多数实证研究发现作物产量分布呈负偏态,指出统计规律不意味着正态分布,并分解产量偏态的构成。

Abstract

While the preponderance of empirical studies point to negative crop yield skewness in a wide variety of contexts, the literature provides few clear insights on why this is so. The purpose of this paper is to make three points on the matter. We show formally that statistical laws on aggregates do not suggest a normal yield distribution. We explain that whenever the weather-conditioned mean yield has diminishing marginal product, then there is a disposition toward negative skewness in aggregate yields. This is because a high marginal product in bad weather states stretches out the left tail of the yield distribution relative to that of the weather distribution. Turning to disaggregated yields, we decompose unconditional skewness into weather-conditioned skewness plus two other terms and study each in turn.

作物产量偏态负偏态边际产量递减天气条件均值