Man pages for facebookincubator/GeoLift
Synthetic Control Method to Calculate Lift at a Geo Level
| absolute_value.plot | Daily Incrementality or ATT plot function for GeoLift output. |
| AppendAgg | Calculate the total and test market's aggregated KPI by time... |
| ASCMExecution | Augsynth execution. |
| build_cluster | Build cluster to parallelize operations across nodes in... |
| ConfIntervals | GeoLift Confidence Intervals |
| CorrelationCoefficient | Calculate correlations between input markets. |
| cumulative_lift | Calculate cumulative lift |
| cumulative_value.plot | Plot the accumulated lift effect. |
| fn_treatment | Auxiliary function to generate the treatment variable D. |
| GeoDataRead | Data reading function for GeoLift. |
| GeoLift | GeoLift inference calculation. |
| GeoLiftMarketSelection | GeoLift Market Selection algorithm based on a Power Analysis. |
| GeoLiftMultiCell | GeoLiftMultiCell inference calculation. |
| GeoLiftPower | Power Calculation for GeoLift for known test locations. |
| GeoLiftPowerFinder | Power calculations for unknown test market locations, number... |
| GeoLiftPower.search | Power calculations for unknown test market locations, number... |
| GeoLift_PreTest | GeoLift Example Data - PreTest |
| GeoLift_Test | GeoLift Example Data - Test |
| GeoLift_Test_MultiCell | GeoLift Multi-Cell Example Data - Test |
| GeoPlot | Plotting function for Exploratory Analysis. |
| get_date_from_test_periods | Link dates to GeoLift time periods. |
| GetWeights | Function to obtain the synthetic control weights. |
| Lift.plot | Aggregate Lift plot function for GeoLift. |
| limit_test_markets | Limit the amount of test market potential elements. |
| MarketCorrelations | Get within market correlations for all locations. |
| MarketSelection | Market selection tool. |
| MultiCellMarketSelection | Multi-Cell Sampling Method. |
| MultiCellPower | Multi-Cell Power Analysis Method. |
| MultiCellWinner | Multi-Cell Winner Declaration Method for Market Selection. |
| NumberLocations | Power Calculation to determine the number of test periods... |
| plotCorrels | Plotting function for historical correlations between the... |
| pvalueCalc | Calculate p-value for GeoLift. |
| ReplaceTreatmentSplit | Replace Treatment locations to be able to use them for... |
| run_simulations | Run simulations for treatment markets. |
| SplitTreatmentEstimation | GeoLift fit for each Treatment location within Treatment... |
| stochastic_market_selector | Stochastic Market Selector. |
| TrimControls | Helper to trim controls for shorter run-times with minimal... |
| type_of_test | Decides type of statistical function being applied for... |
