Estimation and Validation Methods for Subgroup Identification and Personalized Medicine


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Documentation for package ‘personalized’ version 0.1.2

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check.overlap Check propensity score overlap
fit.subgroup Fitting subgroup identification models
plot.subgroup_fitted Plotting results for fitted subgroup identification models
plot.subgroup_validated Plotting results for fitted subgroup identification models
plotCompare Plot a comparison results for fitted or validated subgroup identification models
predict.subgroup_fitted Predict function for fitted subgroup identification models
predict.wksvm Predict function for fitted subgroup identification models
print.subgroup_fitted Printing results for fitted subgroup identification models
print.subgroup_summary Printing results for fitted subgroup identification models
print.subgroup_validated Printing results for fitted subgroup identification models
subgroup.effects Computes treatment effects within various subgroups
summarize.subgroups Summarizing covariates within estimated subgroups
summarize.subgroups.default Summarizing covariates within estimated subgroups
summarize.subgroups.subgroup_fitted Summarizing covariates within estimated subgroups
summary.subgroup_fitted Summary of results for fitted subgroup identification models
summary.wksvm Summary of results for fitted subgroup identification models
validate.subgroup Validating fitted subgroup identification models
weighted.ksvm Fit weighted kernel svm model.