Two Sample t-test (unpaired)
Mean of Sample 10.146341463414634
Mean of Sample 20.390243902439024
t-stat-2.56073759865792
df80
p-value0.0123253103393673
H0 value0
Alternativetwo.sided
CI Level0.95
CI[-0.433449904766905,-0.0543549732818754]
F-test to compare two variances
F-stat0.525
df40
p-value0.0446505471062884
H0 value1
Alternativetwo.sided
CI Level0.95
CI[0.279970528162443,0.984478622835893]


Welch Two Sample t-test (unpaired)
Mean of Sample 10.146341463414634
Mean of Sample 20.390243902439024
t-stat-2.56073759865792
df72.9250367466928
p-value0.0125141716254919
H0 value0
Alternativetwo.sided
CI Level0.95
CI[-0.433732618636933,-0.0540722594118475]


Wicoxon rank sum test with continuity correction (unpaired)
W635.5
p-value0.0134688128470973
H0 value0
Alternativetwo.sided
Kolmogorov-Smirnov Test to compare Distributions of two Samples
KS Statistic0.24390243902439
p-value0.174375975871816
Kolmogorov-Smirnov Test to compare Distributional Shape of two Samples
KS Statistic0.609756097560976
p-value4.7938813807491e-07