Statements (59)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
statistical analysis
|
| gptkbp:analyzes |
dependent variable
independent variable |
| gptkbp:assumes |
statistical analysis
|
| gptkbp:canBe |
multiple
simple linear nonlinear |
| gptkbp:detects |
trends
causal relationships correlations |
| gptkbp:estimatedCost |
parameters
|
| gptkbp:hasApplication |
gptkb:medicine
biology engineering environmental science finance marketing psychology social sciences |
| gptkbp:hasType |
gptkb:Poisson_regression
gptkb:Cox_regression gptkb:lasso_regression gptkb:polynomial_regression linear regression logistic regression ridge regression multiple regression nonlinear regression ordinal regression probit regression quantile regression robust regression stepwise regression |
| https://www.w3.org/2000/01/rdf-schema#label |
Regression analysis
|
| gptkbp:inventedBy |
gptkb:Francis_Galton
gptkb:Karl_Pearson gptkb:Ronald_Fisher |
| gptkbp:originatedIn |
19th century
|
| gptkbp:output |
R-squared
regression coefficients confidence intervals p-values residuals |
| gptkbp:relatedTo |
time series analysis
maximum likelihood estimation ANOVA predictive modeling correlation analysis least squares |
| gptkbp:requires |
data
assumptions |
| gptkbp:usedFor |
estimating relationships between variables
|
| gptkbp:usedIn |
gptkb:machine_learning
data science statistics econometrics |
| gptkbp:bfsParent |
gptkb:F-distribution
|
| gptkbp:bfsLayer |
5
|