LTZ Sensitivity over Delta Grid

Usage

sp_sensitivity_ltz_normal(
  formula,
  data = NULL,
  term,
  inst_vary,
  delta_grid,
  mean_fun = function(delta) 0,
  sd_fun = function(delta) delta,
  level = 0.95,
  vcov = c("hc1", "hc0", "iid", "cluster"),
  cluster = NULL,
  scale_instrument = c("residual_sd", "none")
)

conley_sensitivity_ltz_normal(
  formula,
  data = NULL,
  term,
  inst_vary,
  delta_grid,
  mean_fun = function(delta) 0,
  sd_fun = function(delta) delta,
  level = 0.95,
  vcov = c("hc1", "hc0", "iid", "cluster"),
  cluster = NULL,
  scale_instrument = c("residual_sd", "none")
)

Arguments

formula: Formula or plausexog_fit.
data: Data frame when formula is a formula.
term: Coefficient name to track.
inst_vary: Instrument(s) with plausible violation.
delta_grid: Delta grid.
mean_fun: Function mapping delta to prior mean.
sd_fun: Function mapping delta to prior sd.
level: Confidence level.
vcov: Vcov type.
cluster: Optional cluster ids.
scale_instrument: One of "residual_sd" (default) or "none".

Value

Data frame with sensitivity path.