Simulated data with two treatment groups and heterogenous effects
df_het.RdGenerated using the following call:
did2s::gen_data(panel = c(1990, 2020),
g1 = 2000, g2 = 2010, g3 = 0,
te1 = 2, te2 = 1, te3 = 0,
te_m1 = 0.05, te_m2 = 0.15, te_m3 = 0)
Format
A data frame with 31000 rows and 15 variables:
- unit
individual in panel data
- year
time in panel data
- g
the year that treatment starts
- dep_var
outcome variable
- treat
T/F variable for when treatment is on
- rel_year
year relative to treatment start. Inf = never treated.
- rel_year_binned
year relative to treatment start, but <=-6 and >=6 are binned.
- unit_fe
Unit FE
- year_fe
Year FE
- error
Random error component
- te
Static treatment effect = te
- te_dynamic
Dynamic treatmet effect = te_m
- state
State that unit is in
- group
String name for group