LocalControlNearestNeighborsConfidence
Provides a bootstrapped confidence interval estimate for LocalControl LTDs.
LocalControlCompetingRisksConfidence
Calculate confidence intervals around the cumulative incidence functions (CIFs) generated by LocalControl when outcomeType = "survival".
LOESS Smoothing of Outcome by Treatment in Supervised Propensiy Scoring
Change the Number of Bins in Supervised Propensiy Scoring
Deprecated LocalControl functions
Test for Within-Bin X-covariate Balance in Supervised Propensiy Scoring
Local Control Classic
Propensity Score prediction of Treatment Selection from Patient Baseline X-covariates
Local Control
Examine Treatment Differences on an Outcome Measure in Supervised Propensiy Scoring
Plot the LTD distribution as a function of the number of clusters.
Framingham heart study data extract on smoking and hypertension.
Lindner Center for Research and Education study on Abciximab cost-effectiveness and survival
Simulated cardiac medication data for survival analysis
Plot cumulative incidence functions (CIFs) from Local Control.
Hierarchical Clustering of Patients on X-covariates for Unsupervised Propensiy Scoring
Display Sensitivity Analysis Graphic in Unsupervised Propensiy Scoring
Prepare for Accumulation of (Outcome,Treatment) Results in Unsupervised Propensity Scoring
Plots the local treatment difference as a function of radius for LocalControl.
Nearest Neighbor Distribution of LTDs in Unsupervised Propensiy Scoring
Instrumental Variable LATE Linear Fitting in Unsupervised Propensiy Scoring
Artificial Distribution of LTDs from Random Clusters
Returns a series of boxplots comparing LTD distributions given different numbers of clusters.