Plot Results with a Continuous Treatment

a function to plot results with a continuous treatment

Usage

ggcont_did(dose_obj, type = "att")

Arguments

dose_obj

a result from running cont_did

type

whether to plot ATT(d) or ACRT(d), defaults to att for plotting ATT(d). For ACRT(d), use "acrt"

Value

A ggplot object

Examples

# \donttest{
# build small simulated data
set.seed(1234)
df <- simulate_contdid_data(
    n = 5000,
    num_time_periods = 4,
    num_groups = 4,
    dose_linear_effect = 0,
    dose_quadratic_effect = 0
)

# estimate effects of continuous treatment
cd_res <- cont_did(
    yname = "Y",
    tname = "time_period",
    idname = "id",
    dname = "D",
    data = df,
    gname = "G",
    target_parameter = "slope",
    aggregation = "dose",
    treatment_type = "continuous",
    control_group = "notyettreated",
    biters = 50,
    cband = TRUE,
    num_knots = 1,
    degree = 3,
)

# plot ATT as a function of the dose
ggcont_did(cd_res, type = "att")


# plot ACRT as a function of the dose
ggcont_did(cd_res, type = "acrt")

# }