Table 1 Response mechanism scenarios (data generation)
Scenario | γx | γy | \({\boldsymbol{\gamma}}_{\mathbf{1}},{\boldsymbol{\gamma}}_{\mathbf{2}},{\boldsymbol{\gamma}}_{\mathbf{3}},{\boldsymbol{\gamma}}_{\begin{array}{c}\mathbf{4}\\ {}\ \end{array}}\) | Description |
|---|---|---|---|---|
MAR 1 | 0.0 | 0.0 | 0.1 | Response depending only on covariates |
MAR 2 | 0.2 | 0.0 | 0.1 | Response depending on covariates and exposure |
MAR 3 | 0.5 | 0.0 | 0.1 | Response depending on covariates and exposure |
MNAR 1 | 0.0 | 0.2 | 0.1 | Response depending on outcome and covariates |
MNAR 2 | 0.2 | 0.2 | 0.1 | Response depending on outcome, exposure, and covariates |
MNAR 3 | 0.5 | 0.2 | 0.1 | Response depending on outcome, exposure, and covariates |
MNAR 4 | 0.0 | 0.5 | 0.1 | Response depending on outcome and covariates |
MNAR 5 | 0.2 | 0.5 | 0.1 | Response depending on outcome, exposure, and covariates |
MNAR 6 | 0.5 | 0.5 | 0.1 | Response depending on outcome, exposure, and covariates |