On the probability distribution of economic growth

被引:4
|
作者
Stockhammar, Par [1 ]
Oller, Lars-Erik [1 ]
机构
[1] Stockholm Univ, Dept Stat, S-10691 Stockholm, Sweden
关键词
The Aghion-Howitt model; asymmetric innovations; mixed normal-asymmetric Laplace distribution; kernel density estimation; method of moments estimation; MODEL; OIL;
D O I
10.1080/02664763.2010.545110
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
Three important and significantly heteroscedastic gross domestic product series are studied. Omnipresent heteroscedasticity is removed and the distributions of the series are then compared to normal, normal mixture and normal-asymmetric Laplace (NAL) distributions. NAL represents a skewed and leptokurtic distribution, which is in line with the Aghion and Howitt [1] model for economic growth, based on Schumpeter's idea of creative destruction. Statistical properties of the NAL distributions are provided and it is shown that NAL fits the data better than the alternatives.
引用
收藏
页码:2023 / 2041
页数:19
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