Make smoke plot

Plot standardized differences of all placebo goods and target good.

SmokePlot(
  x.PlaceboPool.full = SCUL.inference$y.placebo.StandardizedDifference.Full,
  x.PlaceboPool.CohensD = SCUL.inference$y.placebo.CohensD,
  TreatmentBeginsAt = SCUL.input$TreatmentBeginsAt,
  OutputFilePath = SCUL.input$OutputFilePath,
  CohensD = SCUL.input$CohensDThreshold,
  y.actual = SCUL.output$y.actual,
  y.scul = SCUL.output$y.scul,
  fig.title = "Standardized differences of target compared\n and each placebo",
  custom.alpha = 0.33,
  save.figure = FALSE
)

Arguments

x.PlaceboPool.full	A (T by L), where L<=J) data frame containing all products that are included in the placebo distribution Default is SCUL.inference$y.placebo.StandardizedDifference.Full
x.PlaceboPool.CohensD	A (1 by L) data frame containing all pre-period Cohen's D fit statistic for each placebo unit. Default is SCUL.inference$y.placebo.CohensD,
TreatmentBeginsAt	An integer indicating which row begins treatment. Default is SCUL.output$TreatmentBeginsAt.
OutputFilePath	Output file path. Default is SCUL.input$OutputFilePath.
CohensD	A real number greater than 0, indicating the Cohen's D threshold at which fit is determined to be "poor". The difference is in standard deviation units. Default is SCUL.input$CohensDThreshold.
y.actual	The actual (target) data. Default is SCUL.output$y.actual.
y.scul	Synthetic data created by SCUL procedure. Default is SCUL.output$y.scul.
fig.title	Title of smoke-plot. Default is "Standardized difference for target variable compared to standardized difference for each placebo"
custom.alpha	Choose transparancy of placebo pool lines. Default is .33.
save.figure	Boolean, set to TRUE if you want output saved as figure to OutputFilePath automatically. Default is FALSE

Value

graph A smoke plot of the standardized effect size compared to placbos.