gen_dgp_2periods: Function that generates panel data with single treatment date...

In triplediff: Triple-Difference Estimators

Function that generates panel data with single treatment date assignment and two time periods.

Description

Generate panel data with a single treatment date and two periods

Usage

gen_dgp_2periods(size, dgp_type)

Arguments

size	Integer. Number of units.
dgp_type	Integer in {1,2,3,4}. 1 = both nuisance functions correct; 2 = only the outcome model correct; 3 = only the propensity score correct; 4 = both nuisance functions incorrect.

Value

A list with the following elements:

data

A data.table in long format with columns:

• id: unit identifier

• state: state variable

• time: time variable

• partition: partition assignment

• x1, x2, x3, x4: covariates

• y: outcome variable

• cluster: cluster ID (no within-cluster correlation)

att

True average treatment effect on the treated (ATT), set to 0.

att.unf

Oracle ATT computed under the unfeasible specification.

eff

Theoretical efficiency bound for the estimator.

triplediff documentation built on Aug. 8, 2025, 7:33 p.m.