Chi-squared test

GPTKB entity

Statements (32)
Predicate Object
gptkbp:instanceOf statistical analysis
gptkbp:alternativeTo association between variables
gptkbp:appliesTo categorical data
gptkbp:assumes independent observations
sufficiently large sample size
gptkbp:basedOn gptkb:chi-squared_distribution
gptkbp:degreesOfFreedom number of categories minus one
https://www.w3.org/2000/01/rdf-schema#label Chi-squared test
gptkbp:introduced gptkb:Karl_Pearson
1900
gptkbp:notRecommendedFor small expected frequencies
gptkbp:nullHypothesis no association between variables
gptkbp:relatedTo gptkb:Fisher's_exact_test
gptkb:G-test
gptkbp:requires expected frequencies
observed frequencies
gptkbp:software gptkb:SPSS
gptkb:Excel
gptkb:Python_(scipy.stats)
R
gptkbp:statistic sum of squared differences divided by expected frequencies
gptkbp:used_in genetics
contingency tables
survey analysis
gptkbp:usedFor homogeneity
goodness of fit
testing independence
gptkbp:variant gptkb:Pearson's_chi-squared_test
gptkb:likelihood-ratio_test
Yates' correction for continuity
gptkbp:bfsParent gptkb:Statistical_Inference
gptkbp:bfsLayer 7