Two Sample t-test (unpaired)
Mean of Sample 16.18367346938776
Mean of Sample 25.22222222222222
t-stat2.29341866968879
df159
p-value0.0231336490828149
H0 value0
Alternativetwo.sided
CI Level0.95
CI[0.133489655586547,1.78941283874452]
F-test to compare two variances
F-stat2.30183748954056
df97
p-value0.000566403813350602
H0 value1
Alternativetwo.sided
CI Level0.95
CI[1.44484455602567,3.58391510371163]


Welch Two Sample t-test (unpaired)
Mean of Sample 16.18367346938776
Mean of Sample 25.22222222222222
t-stat2.50043067839747
df158.881342977315
p-value0.0134185994309423
H0 value0
Alternativetwo.sided
CI Level0.95
CI[0.202032694520454,1.72086979981061]


Wicoxon rank sum test with continuity correction (unpaired)
W3721
p-value0.0196672268181844
H0 value0
Alternativetwo.sided
Kolmogorov-Smirnov Test to compare Distributions of two Samples
KS Statistic0.215419501133787
p-value0.0569272761208903
Kolmogorov-Smirnov Test to compare Distributional Shape of two Samples
KS Statistic0.408163265306122
p-value5.64840334571493e-06