Аналог критерия Харке-Бера для случая, когда проверяется гипотеза о распределении Стьюдента
Аналог критерия Харке - Бера для случая, когда проверяется гипотеза о распределении Стьюдента
Аннотация:
The Jarque–Bera test is commonly used in statistics and econometrics to test the hypothesis that sample elements adhere to a normal distribution with an unknown mean and variance.
This paper proposes a modification of this criterion, which allows for testing hypotheses concerning the case where the sample comes from a skewed Student's distribution with an unknown number of degrees of freedom. The paper also provides power estimates for the constructed criterion, obtained through simulation of samples of various sizes.
Ключевые слова: Jarque–Bera test; Student's distribution; Monte Carlo simulation.