This hypothetical dataset shows a realized assignment (Z) and the
corresponding revealed outcome (Y). Unobserved treated (Y_Z_1) and
untreated (Y_Z_0) potential outcomes are marked as NA, as is the
village-level treatment effect tau_i.
Format
A data frame with 7 rows and 6 columns:
- Village
Village number, 1 to 7
- Z
Realized treatment assignment, 1 for the two treated villages
- Y_Z_0
Untreated potential outcome,
NAwhere treatment was assigned- Y_Z_1
Treated potential outcome,
NAwhere control was assigned- Y
Revealed outcome
- tau_i
Village-level treatment effect,
NAthroughout: it is never observable