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