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Welch's unequal variances t-test
URI:
https://gptkb.org/entity/Welch's_unequal_variances_t-test
GPTKB entity
Statements (32)
Predicate
Object
gptkbp:instanceOf
statistical analysis
gptkbp:alsoKnownAs
gptkb:Welch's_t-test
gptkbp:alternativeTo
means of two populations are not equal
gptkbp:appliesTo
normally distributed data
approximately normal data
gptkbp:assumes
samples are independent
gptkbp:category
parametric test
gptkbp:compatibleWith
equal variances
gptkbp:degreesOfFreedom
calculated using Welch–Satterthwaite equation
gptkbp:developedBy
gptkb:Bernard_Lewis_Welch
gptkbp:field
biostatistics
data analysis
statistics
gptkbp:form
sample means
sample sizes
sample variances
https://www.w3.org/2000/01/rdf-schema#label
Welch's unequal variances t-test
gptkbp:implementedIn
gptkb:Python
gptkb:SAS
gptkb:SPSS
gptkb:Excel
R
gptkbp:introducedIn
1947
gptkbp:nullHypothesis
means of two populations are equal
gptkbp:output
p-value
test statistic
gptkbp:publishedIn
gptkb:Biometrika
gptkbp:relatedTo
gptkb:Student's_t-test
gptkbp:robustTo
heteroscedasticity
gptkbp:usedFor
comparing means of two groups
gptkbp:bfsParent
gptkb:Welch's_t-test
gptkbp:bfsLayer
6