15 Flashcards
After getting an r value, do you need to test whether its statistically significant?
Yes
Spearman’s rank r_s correlation?
An alternative to correlation that does not make so many assumptions.
Pearson’s r correlation assumptions?
•Random sample
•X is normally distributed with equal variance for all values of Y
•Y is normally distributed with equal variance for all values of X
What mainly differs between spearman’s rank correlation and Pearson’ s r correlation?
Spearman’s rank correlation ranks the reference variable.
Attenuation?
The estimated correlation will be lower if X or Y are estimated with error.
Correlation depends on? 2•
The •range and •sample.
Species are/are not independent data points?
Are not
A strong correlation may have a problem of non-independent data points because?
Shared evolutionary history
Regression assumptions?
•random sample
•Y is normally distributed with equal variance for all values of X.
We are not assuming anything about the reverse.
Parameters of linear regression?
Y = alpha + beta(X).
Population
Estimating a regression line?
Y = a + b(X)
Sample