When There Is One Independent Variable, the Analysis of Variance

question 22

Short Answer

When there is one independent variable, the analysis of variance is called a
ANOVA.

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Definitions:

Normality

In statistics, a property describing data sets whose distribution bell-shaped and symmetric about the mean, following the normal distribution pattern.

Multicollinearity

Multicollinearity occurs when independent variables in a regression model are highly correlated, potentially distorting the model's predictions.

Variance Inflation Factor

A metric that quantifies the severity of multicollinearity in regression analysis.

Correlation Matrix

A table showing the correlation coefficients between variables, indicating the level and direction of the relationship between them.