Topic 11 A: Correlation Flashcards
To find out the relationship between 2 continous variables, you cant use ——, you need to use ——-
- ANOVA
- Correlation and regression
Correlation is a
linear relationship between two continous variables (as one variable goes up, the other goes up or down at a continous rate)
Scatter plots (2)
Used to+ can help
- Used to plot correlational data
- Can help to see whether a linear relationship exists between variables
Negative correlation
As X increase, Y decrease
Positive correlation
As X increases, Y increases
More clustered on a line means
stronger correlation
Correlation Coefficient
- A measure of the strength and the direction of a linear relationship between 2 variables
r
sample correlation coefficient
p
population correlation coefficient
n
Number of data pairs
the range of the correlation coefficient is
-1 to 1
correlation r value effect size
Hypothesis testing for correlations
- To determine whether two variables are significantly correlated at a specified level of significance
Hypothesis testing for correlations H0 and Ha
Df
n-2
Correlation t-test rejection Ho phrasing for 2 tail: