Nothing
## ---- echo = FALSE------------------------------------------------------------
knitr::opts_chunk$set(
fig.width = 7,
fig.height = 4,
fig.align = "center",
# cache = TRUE,
autodep = TRUE
)
## -----------------------------------------------------------------------------
library(Synth)
data(synth.data)
dataprep.out <-
dataprep(
foo = synth.data,
predictors = c("X1", "X2", "X3"),
predictors.op = "mean",
dependent = "Y",
unit.variable = "unit.num",
time.variable = "year",
special.predictors = list(
list("Y", 1991, "mean"),
list("Y", 1985, "mean"),
list("Y", 1980, "mean")
),
treatment.identifier = 7,
controls.identifier = c(29, 2, 13, 17, 32, 38),
time.predictors.prior = c(1984:1989),
time.optimize.ssr = c(1984:1990),
unit.names.variable = "name",
time.plot = 1984:1996
)
synth.out <- synth(dataprep.out)
## -----------------------------------------------------------------------------
library(MSCMT)
synth2.out <- improveSynth(synth.out,dataprep.out)
## -----------------------------------------------------------------------------
if (file.exists("synth3.out.RData")) load ("synth3.out.RData") else {
set.seed(42)
out <- capture.output(synth3.out <- synth(dataprep.out,genoud=TRUE))
}
## -----------------------------------------------------------------------------
synth4.out <- improveSynth(synth3.out,dataprep.out)
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