Local Control Strategy for Robust Analysis of Cross-Sectional Data

Documentation for package ‘LocalControlStrategy’ version 1.3.2

LocalControlStrategy-package	LocalControlStrategy: Unsupervised, Nonparametric Adjustment for Bias and Confounding
confirm	Confirm that Clustering in Covariate X-space yields an "adjusted" LTD/LRC effect-size Distribution
ivadj	Instrumental Variable LAO Fitting and Smoothing
KSperm	Simulate a p-value for the significance of the Kolmogorov-Smirnov D-statistic from confirm().
LCcluster	Hierarchical Clustering of experimental units (such as patients) in X-covariate Space
LCcompare	Display LC Sensitivity Graphic for help in choice of K = Number of Clusters
LCsetup	Specify KEY parameters used in Local Control (LC) Strategy to "design" analyses of Observational Data.
lrcagg	Calculate the observed Distribution of LRCs in Local Control Strategy
ltdagg	Calculate the Observed Distribution of LTDs in Local Control Strategy
pci15k	Six-month Survival, Cardiac cost and Baseline Covariate data for 15,487 PCI patients.
plot.ivadj	Display an Instrumental Variable (LAO) plot with Linear and smooth.spline Fits
plot.lrcagg	Display Visualizations of an Observed LRC Distribution in Local Control Strategy
plot.ltdagg	Display Visualizations of an Observed LTD Distribution in Local Control Strategy
radon	Radon exposure and lung cancer mortality data for 2,881 US counties in 46 States.
reveal.data	Create a data.frame for use in Prediction of a LTD/LRC effect-size Distribution