Statements (46)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
statistical test
|
| gptkbp:appliesTo |
continuous data
discrete data |
| gptkbp:canLeadTo |
normal distribution
binomial distribution uniform distribution exponential distribution |
| gptkbp:claims |
independence of samples
|
| gptkbp:developedBy |
gptkb:Andrey_Kolmogorov
gptkb:Nikolai_Smirnov |
| https://www.w3.org/2000/01/rdf-schema#label |
Kolmogorov–Smirnov test
|
| gptkbp:isBasedOn |
maximum distance between empirical distributions
|
| gptkbp:isConsidered |
a robust test
|
| gptkbp:isLocatedIn |
MATLAB
Python programming language R programming language |
| gptkbp:isNamedAfter |
gptkb:Andrey_Kolmogorov
gptkb:Nikolai_Smirnov |
| gptkbp:isPartOf |
nonparametric statistics
|
| gptkbp:isRelatedTo |
true
statistical inference t-test empirical distribution function cumulative distribution function Chi-squared_test Mann-Whitney_U_test |
| gptkbp:isStudiedIn |
sample size
distribution shape |
| gptkbp:isUsedBy |
assess fit of data
validate models |
| gptkbp:isUsedFor |
detect differences between distributions
one-sample test two-sample test |
| gptkbp:isUsedIn |
data analysis
finance machine learning clinical trials environmental studies quality control hypothesis testing social_sciences |
| gptkbp:respondsTo |
p-value
D statistic |
| gptkbp:usedFor |
comparing two probability distributions
testing the goodness of fit |
| gptkbp:wasAffecting |
1933
|