Difference-in-Differences MethodsTools to compute average treatment effects, particularly in the case with multiple periods and variation in treatment timing |
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Group-Time Average Treatment Effects |
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Aggregate Group-Time Average Treatment Effects |
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Pre-TestingTools to compute “pre-test” the DiD assumption in the case where multiple periods are available |
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Pre-Test of Conditional Parallel Trends Assumption |
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Plotting and SummarizingTools for plotting and summarizing the results of the att_gt method and aggte method |
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Plot |
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Plot |
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Plot |
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summary.MP |
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Summary Aggregate Treatment Effect Parameter Objects |
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summary.MP.TEST |
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print.MP |
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print.AGGTEobj |
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ClassesClasses available in the did package |
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MP |
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AGGTEobj |
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MP.TEST |
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DIDparams |
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Helper FunctionsA number of other miscellaneous helper functions |
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Multiplier Bootstrap |
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Multiplier Bootstrap for Conditional Moment Test |
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Process |
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Process Results from |
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indicator |
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build_sim_dataset |
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reset.sim |
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sim |
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trimmer |
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glance model characteristics from AGGTEobj objects |
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glance model characteristics from MP objects |
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tidy results from AGGTEobj objects |
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tidy results from MP objects |
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DataAvailable datasets in the package |
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County Teen Employment Dataset |
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Package Documentation |
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Difference in Differences |