Man pages for cardiomoon/webrPSM
Propensity Score Matching for Web-R
| addIPW | Add IPW(inverse probability weight) to a data.frame |
| adjustedPlot_mnps | Draw adjusted survival curve using weights |
| austinCafri | Austin and Cafri's SE estimator |
| balanceCheck | Covariates balance check |
| balancePlot | Draw balance plot |
| balancePlotTwang | Draw balance Plot |
| call2param | Extract parameter from call |
| changeVarnames | Change names of factor or character column name |
| compareLove.plot | Drow love plot comparing to nearest match |
| descNames | Describe names as natural language |
| estimateEffect | Estimate Effect after matching |
| estimateEffect2 | Estimate Effect after matching using the bootstrap |
| estimateEffectContinuous | estimate effect based on IPW(inverse probability weight) |
| estimateEffectTwang | Estimate Treatment Effect |
| estimateEffectZelig | Estimate Effect after matching with simulation |
| estimateEffectZeligSubclass | Estimate Effect after subclass matching with simulation |
| exData | Sample Data for test MatchIt package |
| factor2dummy | Make factor to dummary variable in a data.frame |
| formula2vars | Extract variable names with formula |
| gammaRangeSearch | Find significant gamma range |
| gammaRangeSearchFull | Find significant gamma range for full matching |
| generateMatchPair | Generate data.frame for sensitivity test |
| generateMatchPairFull | Generate list for sensitivity test |
| getWeightedValues | Get weighted value or p value |
| ggPS | Make ggplot between covariates and propensity score |
| ggPSMSummary | Draw summary plot of propensity score matching |
| makeCompareBalTab | Make balance table |
| makePPTList_IPW | make pptList with Matching with IPW |
| makePPTList_matchit | make pptList with an object of class matchit |
| makePPTList_mnps | Make PPT List with an object of class mnps |
| makePPTList_twangCont | Make PPT list with continuous variable |
| pformat | Make p format |
| plotCompareEffects | Draw plot comparing IPW and linear regression |
| PSMTable | Make flextable summarizing propensity score matching |
| reportPSM | Report propensity sore matching |
| reportSMD | Report adequacy of balance |
| simData | simulation data by Young Min Baek |
| simData2 | simulation data by Young Min Baek |
| standardize | Standardize |
| swData | Sample Data with Sampling Weight |
| weighted.var | Compute Weight Variance |
| zelig2est | Estimate dose-response function |
