MYSMOD
-- A sample and quick statistic integrated tool
1.MVtest
A Distribution-Free Test of Independence Based on Mean Variance Index.
INSTALL
You can just use pip to install this model by
pip install xcy_MVtest
HOW TO USE
import xcy_MVtest as mvtest
import numpy as np
x = np.linspace(0,20,20)
y = x + np.random.randn(20)
score = mvtest.mvtest(x, y)
# Y has to be a discrete vector
# score is the mv relation between vector x and y.
2.Zscore
A Z-Score is a statistical measurement of a score's relationship to the mean in a group of scores.
INSTALL
You can just use pip to install this model by
pip install xcy_Zscore
HOW TO USE
from xcy_Zscore import xcy_Zscore
A = [[1,2],[1,3],[1,5]]
A = xcy_Zscore.zscore(A)
# A will be zscored
DEPENDENCY
You have to install numpy frist then you can use this model
If you have any problems or advice, send them to my Email cs_xcy@126.com