Statements (57)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
statistical measure
|
| gptkbp:appliesTo |
hypothesis testing
|
| gptkbp:criteria |
model selection
|
| gptkbp:evaluates |
matrix algebra
the impact of interventions significant predictors the effectiveness of predictors the fit of models the significance of group differences the validity of assumptions |
| gptkbp:hasPrograms |
eigenvalues
|
| https://www.w3.org/2000/01/rdf-schema#label |
Wilks' Lambda
|
| gptkbp:impact |
sample size
|
| gptkbp:influenced |
the number of groups
|
| gptkbp:is_a_key_component_of |
MANOVA tests
multivariate hypothesis testing |
| gptkbp:is_a_key_player_in |
research methodology.
|
| gptkbp:is_a_subject_of |
statistical inference
multivariate statistics |
| gptkbp:is_a_time_for |
evaluating treatment effects
|
| gptkbp:is_a_tool_for |
data reduction
|
| gptkbp:is_evaluated_by |
each hypothesis tested
the ratio of error to total variance |
| gptkbp:is_integrated_with |
F-statistic
|
| gptkbp:is_part_of |
predictive modeling
statistical software packages canonical correlation analysis |
| gptkbp:is_popular_among |
p-values
graphs and plots other multivariate tests |
| gptkbp:is_studied_in |
experimental data
|
| gptkbp:is_used_in |
market research
multiple groups multivariate analysis psychological studies statistical literature discriminant analysis social_sciences the equality of means |
| gptkbp:measures |
the proportion of variance explained
the effectiveness of classification models the overlap between groups the ratio of the determinants the strength of association discriminative power |
| gptkbp:previousName |
Wilks'_Lambda_statistic
|
| gptkbp:produces |
gptkb:Sam_Wilks
|
| gptkbp:range |
0 to 1
|
| gptkbp:rating |
can be adjusted for covariates
indicates group differences |
| gptkbp:related_to |
MANOVA
educational research Hotelling's T-squared test the concept of likelihood ratio |
| gptkbp:sensors |
multicollinearity
|
| gptkbp:significantEvent |
less than a critical value
|
| gptkbp:suitableFor |
clinical trials
|