Week 5 Class Flashcards
Correlation
Measurement of the relationship or association between two variables
Correlation is expressed as ?
r
0 to -1.0
Negative inverse relationship.
As one variable goes up the other goes down
0
no correlation.
two variables are not related
0-1.0
positive relationship.
when one variable goes up so does the other and visa versa
Simple Linear Regression
Assumes a linear relationship between the two variables where one continuous variable (x) predicts another continuous variable (y)
Multiple Regression
multiple variables (categorical or continuous) used to predict an outcome variable (usually continuous)
each variable contributes a weighted amount to the regression prediction equation
y is
the outcome of interest
b is
the single interest intercept of the regression line at y
m is
the predictor variable with varying weights
logistic regression
multiple variables (categorical or continuous) are used to predict a dichotomous (categorical) outcome
cross-sectional
present
case control
effect to cause
concurrent cohort
cause to effect
nonconcurrent cohort
cause to effect