# -*- coding: utf-8 -*-
"""
Created on Thu Dec 30 13:42:55 2021

@author: Sim
"""

import scipy.stats as st

no=[2.17, 0.17, 0.83, 3.04, 1.06, 3.93, 5.38, 3.53, 4.54, 
    3.98, 1.02, 3.46, 1.19, 5.64, 2.66, 1.22, 2.64, 2.31, 4.49]
yes=[6.96, 13.00, 5.54, 6.19, 7.31, 14.34, 4.74, 2.50,  1.27,
    4.18,  3.10, 3.01, 6.81, 8.28,  2.33, 7.18, 5.67, 12.68,
    8.94,  3.16, 3.30, 6.99]

Fval, pvalF = st.f_oneway(yes, no)
print(Fval, pvalF) 
tval, pvalt = st.ttest_ind(yes,no,equal_var=True, alternative='two-sided')
print(tval, pvalt)
print(Fval-tval**2)