Statements (31)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
statistical analysis
|
| gptkbp:assumes |
homoscedasticity
linearity independence of errors normality of errors |
| gptkbp:estimatedCost |
gptkb:ordinary_least_squares
|
| gptkbp:fieldOfStudy |
gptkb:machine_learning
gptkb:mathematics data science |
| gptkbp:form |
Y = Xβ + ε
|
| gptkbp:generalizes |
gptkb:multiple_linear_regression
gptkb:simple_linear_regression gptkb:ANCOVA ANOVA |
| gptkbp:hasComponent |
dependent variable
independent variable parameters error term |
| https://www.w3.org/2000/01/rdf-schema#label |
general linear model
|
| gptkbp:relatedTo |
generalized linear model
linear regression multivariate analysis |
| gptkbp:usedFor |
gptkb:analysis_of_variance
statistical analysis analysis of covariance |
| gptkbp:usedIn |
biostatistics
psychology statistics econometrics |
| gptkbp:bfsParent |
gptkb:Hotelling-Lawley_trace
|
| gptkbp:bfsLayer |
7
|