Two Sample t-test (unpaired)
Mean of Sample 15.54878048785366
Mean of Sample 25.11382113831707
t-stat2.43015554982706
df80
p-value0.0173308615919364
H0 value0
Alternativetwo.sided
CI Level0.95
CI[0.0787695199156032,0.791149179157568]
F-test to compare two variances
F-stat0.462911258766457
df40
p-value0.0167704515819939
H0 value1
Alternativetwo.sided
CI Level0.95
CI[0.246860018303212,0.86804997814406]


Welch Two Sample t-test (unpaired)
Mean of Sample 15.54878048785366
Mean of Sample 25.11382113831707
t-stat2.43015554982706
df70.4976548208104
p-value0.0176406748742276
H0 value0
Alternativetwo.sided
CI Level0.95
CI[0.0780309962087833,0.791887702864388]


Wicoxon rank sum test with continuity correction (unpaired)
W1122.5
p-value0.00875809040823935
H0 value0
Alternativetwo.sided
Kolmogorov-Smirnov Test to compare Distributions of two Samples
KS Statistic0.439024390243902
p-value0.000739680779507368
Kolmogorov-Smirnov Test to compare Distributional Shape of two Samples
KS Statistic0.195121951219512
p-value0.415981264133303