| Outcome type |
Binary |
Binary |
Event per person-time |
Event per person-time |
Continuous outcome |
| Interpretation of clustersummary measure sij
|
Risk |
Risk |
Rate |
Rate |
Mean |
| Unadjusted effect estimate |
|
|
|
|
|
| Stage one: regression of individual outcomes on covariates |
Logistic regression |
Logistic regression |
Poisson regression |
Poisson regression |
Linear regression |
| Predicted outcome μijk
|
Probability of individual having the outcome |
Probability of individual having the outcome |
Expected number of events in individual’s follow-up time |
Expected number of events in individual’s follow-up time |
Estimated mean outcome |
| Residual |
Difference residual |
Ratio residual |
Difference residual |
Ratio residual |
Difference residual |
| Stage two: regression of residuals on arm |
Linear regression of difference residual |
Linear regression of logarithm of ratio residual |
Linear regression of difference residual |
Linear regression of logarithm of ratio residual |
Linear regression of difference residual |