Hosmer-Lemeshow test

GPTKB entity

Statements (22)
Predicate Object
gptkbp:instanceOf statistical analysis
gptkbp:alternativeTo model does not fit the data
gptkbp:appliesTo logistic regression
gptkbp:commonIn epidemiology
medical statistics
gptkbp:developedBy gptkb:Stanley_Lemeshow
gptkb:David_W._Hosmer
https://www.w3.org/2000/01/rdf-schema#label Hosmer-Lemeshow test
gptkbp:introduced 1980
gptkbp:limitation sensitive to sample size
results depend on grouping
gptkbp:measures how well observed event rates match expected event rates
gptkbp:nullHypothesis model fits the data
gptkbp:numberOfTeams usually 10
gptkbp:output p-value
gptkbp:p-value_interpretation high p-value indicates good fit
low p-value indicates poor fit
gptkbp:requires grouping of predicted probabilities
gptkbp:statistic chi-squared
gptkbp:usedFor assessing goodness of fit
gptkbp:bfsParent gptkb:Paul_Hosmer
gptkbp:bfsLayer 7