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CreatePlaceboDistribution()
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Run scul procedure on placebo pool to create null distribution |
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GraphTargetData()
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Graph target data series across time |
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OrganizeDataAndSetup()
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Set up data for SCUL procedure |
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PValue()
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Calculate a simple bounded p-value for the treatment effect reporting the larger end of the bound |
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PlotActualvSCUL()
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Graph output from SCUL procedure |
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PlotDiffOfActualvSCUL()
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Graph output from SCUL procedure |
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PlotNullDistribution()
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Plot a smoothed density plot of the null distribution |
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PlotShareTable()
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Graph output from SCUL procedure |
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Preprocess()
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Process and clean input data for SCUL procedure |
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PreprocessSubset()
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Drops columns that have no variation in training subsets |
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SCUL()
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Run SCUL procedure on target data |
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SmokePlot()
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Make smoke plot |
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cigarette_sales
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Cigarette sales and retail prices by state |
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getOptcv.scul()
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Extract cross-validated lamdas |
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mysd()
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Standardize column vector |
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plot(<cv>)
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Plot mean square error across potential penalty paramters, highlighting three options for cross-validated lambda |