MathematicsEconomics

C. Jarque, Anil K. Bera

1987.8.1INTERNATIONAL STATISTICAL REVIEW

DOI: 10.2307/1403192

tlooto Summary

Tests for normality of observations and regression residuals using Pearson family of distributions with optimum asymptotic power properties.

Abstract

Summary Using the Lagrange multiplier procedure or score test on the Pearson family of distributions we obtain tests for normality of observations and regression disturbances. The tests suggested have optimum asymptotic power properties and good finite sample performance. Due to their simplicity they should prove to be useful tools in statistical analysis.

Citation format

JARQUE, C.; BERA, Anil K. A test for normality of observations and regression residuals. INTERNATIONAL STATISTICAL REVIEW, 1987, 55: 163–172.