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ANOVA in R

How to Perform Post-Hoc Pairwise Comparisons in R

A one-way ANOVA is used to determine whether or not there is a statistically significant difference between the means of three or more independent...

How to Perform Welch’s ANOVA in R (Step-by-Step)

Welch’s ANOVA is an alternative to the typical one-way ANOVA when the assumption of equal variances is violated. The following step-by-step example shows how to...

How to Perform a Nested ANOVA in R (Step-by-Step)

A nested ANOVA is a type of ANOVA (“analysis of variance”) in which at least one factor is nested inside another factor. For example, suppose a...

How to Calculate Eta Squared in R

Eta squared is a measure of effect size that is commonly used in ANOVA models. It measures the proportion of variance associated with each main...

Brown–Forsythe Test in R: Step-by-Step Example

A one-way ANOVA is used to determine whether or not there is a significant difference between the means of three or more independent groups....

How to Perform Scheffe’s Test in R

A one-way ANOVA is used to determine whether or not there is a statistically significant difference between the means of three or more independent groups. If...

How to Perform a Bonferroni Correction in R

A one-way ANOVA is used to determine whether or not there is a statistically significant difference between the means of three or more independent groups. If...

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