Statements (32)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
statistical analysis
|
| gptkbp:alternativeTo |
samples come from different distributions
|
| gptkbp:appliesTo |
continuous distributions
empirical distribution functions |
| gptkbp:assumes |
continuous distribution
independent samples |
| gptkbp:category |
nonparametric test
|
| gptkbp:field |
gptkb:probability_theory
statistics |
| gptkbp:firstPublished |
1933
|
| https://www.w3.org/2000/01/rdf-schema#label |
Kolmogorov-Smirnov Test
|
| gptkbp:input |
sample data
|
| gptkbp:limitation |
less powerful for discrete distributions
sensitive to differences in location and shape |
| gptkbp:namedAfter |
gptkb:Nikolai_Smirnov
gptkb:Andrey_Kolmogorov |
| gptkbp:nullHypothesis |
samples come from the same distribution
|
| gptkbp:output |
p-value
test statistic |
| gptkbp:relatedTo |
gptkb:Cramér–von_Mises_criterion
Anderson-Darling test |
| gptkbp:software |
gptkb:MATLAB
gptkb:Python_(scipy.stats) R |
| gptkbp:statistic |
D statistic
|
| gptkbp:type |
one-sample test
two-sample test |
| gptkbp:usedFor |
testing equality of distributions
comparing distributions goodness-of-fit test |
| gptkbp:bfsParent |
gptkb:Nonparametric_Statistical_Methods
|
| gptkbp:bfsLayer |
8
|