Statements (23)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
statistical analysis
|
| gptkbp:alsoKnownAs |
gptkb:Kolmogorov–Smirnov_test
|
| gptkbp:alternativeTo |
samples come from different distributions
|
| gptkbp:appliesTo |
continuous distributions
|
| gptkbp:category |
two-sample test
goodness-of-fit test |
| gptkbp:citation |
Kolmogorov, A. (1933). Sulla determinazione empirica di una legge di distribuzione.
Smirnov, N. (1948). Table for estimating the goodness of fit of empirical distributions. |
| gptkbp:developedBy |
gptkb:Nikolai_Smirnov
gptkb:Andrey_Kolmogorov |
| https://www.w3.org/2000/01/rdf-schema#label |
Smirnov test
|
| gptkbp:implementedIn |
gptkb:MATLAB
R Python (scipy.stats.ks_2samp) |
| gptkbp:introducedIn |
1933
|
| gptkbp:nullHypothesis |
samples come from the same distribution
|
| gptkbp:statistic |
maximum distance between empirical distribution functions
|
| gptkbp:type |
nonparametric test
|
| gptkbp:usedFor |
comparing probability distributions
testing equality of distributions testing goodness of fit |
| gptkbp:bfsParent |
gptkb:Nikolai_Smirnov
|
| gptkbp:bfsLayer |
7
|