kappa coefficient (statistics)

GPTKB entity

Statements (34)
Predicate Object
gptkbp:instanceOf statistical analysis
gptkbp:alsoKnownAs gptkb:Cohen's_kappa
gptkbp:appliesTo categorical data
gptkbp:category reliability statistics
gptkbp:form (Po - Pe) / (1 - Pe)
gptkbp:generalizes gptkb:Fleiss'_kappa
quadratic weighted kappa
weighted kappa
https://www.w3.org/2000/01/rdf-schema#label kappa coefficient (statistics)
gptkbp:interpretedBy Landis and Koch scale
gptkbp:introducedIn 1960
gptkbp:limitation sensitive to prevalence
affected by bias
does not distinguish between types of disagreement
gptkbp:measures inter-rater agreement
gptkbp:notRecommendedFor ordinal data without modification
gptkbp:Pe expected agreement by chance
gptkbp:Po observed agreement
gptkbp:proposedBy gptkb:Jacob_Cohen
gptkbp:range -1 to 1
gptkbp:relatedTo gptkb:Fleiss'_kappa
Scott's pi
Krippendorff's alpha
gptkbp:usedFor assessing reliability of classification
measuring agreement between two raters
gptkbp:usedIn medical research
psychometrics
statistics
content analysis
gptkbp:valueLessThan0Means less than chance agreement
gptkbp:valueOf0Means agreement equivalent to chance
gptkbp:valueOf1Means perfect agreement
gptkbp:bfsParent gptkb:kappa_(κ)
gptkbp:bfsLayer 7