Synthetic Control Task — SyntheticControlTask • EventStudy

Task container for synthetic control analysis. Holds treated unit data, donor pool data, treatment time, and results after estimation.

Public fields

treated_data: Tibble with time and outcome columns for the treated unit.
donor_data: Tibble in long format with unit, time, and outcome columns for donor units.
treatment_time: The time period when treatment begins.
results: Estimation results (populated after estimation).

Methods

Public methods

SyntheticControlTask$new()
SyntheticControlTask$print()
SyntheticControlTask$clone()

`SyntheticControlTask$new()`

Create a new SyntheticControlTask.

Usage

SyntheticControlTask$new(treated_data, donor_data, treatment_time)

Arguments

treated_data: Tibble with time and outcome.
donor_data: Long-format tibble with unit, time, outcome.
treatment_time: Period when treatment begins.

`SyntheticControlTask$print()`

Print summary.

Usage

SyntheticControlTask$print(...)

`SyntheticControlTask$clone()`

The objects of this class are cloneable with this method.

Usage

SyntheticControlTask$clone(deep = FALSE)

Arguments

deep: Whether to make a deep clone.