What are the different types of effect size?
An example of an AI chatbot conversation about types of effect size in statistics.
What are the different types of effect size?
Effect size is a quantitative measure of the magnitude of a phenomenon. Common types include Cohen's d, Pearson's r, and odds ratio.
Can you explain Cohen's d?
Cohen's d measures the difference between two means in terms of standard deviation. It's often used in t-tests.
What about Pearson's r?
Pearson's r assesses the strength and direction of a linear relationship between two variables, ranging from -1 to 1.
How is odds ratio different from these?
Odds ratio compares the odds of an event occurring in two groups, commonly used in case-control studies.
Are there any other types of effect size?
Yes, other types include eta-squared and omega-squared, which are used in ANOVA to measure variance explained.
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