Two Sample t-test (unpaired)
Mean of Sample 17.85
Mean of Sample 23.42
t-stat3.93571405089017
df38
p-value0.000170784229897131
H0 value0
Alternativegreater
CI Level0.9
CI[2.96197165024524,Inf]
F-test to compare two variances
F-stat165.473720608575
df19
p-value0
H0 value1
Alternativetwo.sided
CI Level0.9
CI[76.3166601612351,358.788659700196]


Welch Two Sample t-test (unpaired)
Mean of Sample 17.85
Mean of Sample 23.42
t-stat3.93571405089017
df19.2296353288924
p-value0.000435197979174363
H0 value0
Alternativegreater
CI Level0.9
CI[2.93616523224401,Inf]


Wilcoxon Rank-Sum Test (Mann–Whitney U test) with continuity correction (unpaired)
W306
p-value0.00213831340158688
H0 value0
Alternativegreater
Kolmogorov-Smirnov Test to compare Distributions of two Samples
KS Statistic0.15
p-value0.637628151621773
Kolmogorov-Smirnov Test to compare Distributional Shape of two Samples
KS Statistic0.55
p-value0.00235786200649023