Level 2 Regression Equation
The dependent variables are the intercepts and the slopes for the independent variables at Level 1 in the groups of Level 2.
β0j = γ00 + γ01Wj +u0j
β1j = γ10 + u1j
- γ00 refers to the overall intercept. This is the grand mean of the scores on the dependent variable across all the groups when all the predictors are equal to 0.
- Wj refers to the Level 2 predictor.
- γ01 refers to the overall regression coefficient, or the slope, between the dependent variable and the Level 2 predictor.
- u0j refers to the random error component for the deviation of the intercept of a group from the overall intercept.
- γ10 refers to the overall regression coefficient, or the slope, between the dependent variable and the Level 1 predictor.
- u1j refers to the error component for the slope (meaning the deviation of the group slopes from the overall slope).
Read more about this topic: Multilevel Model
Famous quotes containing the words level and/or equation:
“There are old heads in the world who cannot help me by their example or advice to live worthily and satisfactorily to myself; but I believe that it is in my power to elevate myself this very hour above the common level of my life.”
—Henry David Thoreau (18171862)
“A nation fights well in proportion to the amount of men and materials it has. And the other equation is that the individual soldier in that army is a more effective soldier the poorer his standard of living has been in the past.”
—Norman Mailer (b. 1923)