funcSynth: Functional Synthetic Control Method

In abshev/funkySynth: Functional Synthetic Control Method: funcSynth

Functional Synthetic Control Method

Description

Functional Synthetic Control Method

Usage

funcSynth(
  formula,
  data,
  covariateFunctions = "mean",
  cfArgs = NULL,
  fpcaOptions = list(pre = list(), post = list()),
  V = c("FVE", "minMSE"),
  y = NULL,
  time = NULL,
  unit = NULL,
  intervention = NULL,
  treated = NULL,
  x = NULL,
  ...
)

Arguments

formula	formula
data	data
covariateFunctions	named list of function names for summarizing covariates. List names should correspond to variable names. Alternatively, instead of a list, a single function may be supplied to be used on all covariates.
cfArgs	arguments for the covariate summary function
fpcaOptions	options passed to FPCA()
V	Either a numeric vector or matrix, or one of "minMSE" for automated selection of V or "FVE" for percent variation explained.
y	outcome
time	time
unit	unit
intervention	indicator for intervention
treated	indicator for treated
x	covariates
...	additional arguments passed to ipop() and optim().

Details

TODO

Value

funkySynth object

abshev/funkySynth documentation built on June 11, 2022, 11:39 p.m.