Jackknife empirical likelihood method for testing the equality of two variances
In this paper, we propose a nonparametric method based on jackknife empirical likelihood ratio to test the equality of two variances. The asymptotic distribution of the test statistic has been shown to follow χ-super-2 distribution with the degree of freedom 1. Simulations have been conducted to show the type I error and the power compared to Levene's test and <italic>F</italic> test under different distribution settings. The proposed method has been applied to a real data set to illustrate the testing procedure.
Year of publication: |
2015
|
---|---|
Authors: | Chen, Ying-Ju ; Ning, Wei ; Gupta, Arjun K. |
Published in: |
Journal of Applied Statistics. - Taylor & Francis Journals, ISSN 0266-4763. - Vol. 42.2015, 1, p. 144-160
|
Publisher: |
Taylor & Francis Journals |
Saved in:
Saved in favorites
Similar items by person
-
Economic policy uncertainty and government spending multipliers
Li, Rong, (2022)
-
Wei, Ning, (2023)
-
Wang, Haibo, (2015)
- More ...