Python中的Levene测试

Question

以下给出三个具有95％置信区间重叠的实验的结果。任务是确认所有三个实验的结果是否没有显着差异。 假设是下面的3个样本是随机的，独立的，参数化的和正态分布的

`Experiment1 = np.array([1.595440,1.419730,0.000000,0.000000])`
`Experiment2 = np.array([1.433800,2.079700,0.892139,2.384740])`
`Experiment3 = np.array([0.036930,0.938018,0.995956,1.006970])`

我需要对数据进行Levene测试的帮助。协助会很有帮助。

Answer 1

from scipy.stats import levene
import numpy as np

Experiment1 = np.array([1.595440,1.419730,0.000000,0.000000])
Experiment2 = np.array([1.433800,2.079700,0.892139,2.384740])
Experiment3 = np.array([0.036930,0.938018,0.995956,1.006970])

levene(Experiment1 ,Experiment2,Experiment3)

LeveneResult(statistic=2.6741725711150446, pvalue=0.12259792666001798)