R: Methods for Analyzing Quality Measure Performance

# Methods for Analyzing Quality Measure Performance

## Documentation for package ‘QualityMeasure’ version 2.0.1

- DESCRIPTION file
- User guides, package vignettes and other documentation
- Package NEWS
- Package README

## Help Pages

calcAOV | Calculate reliability using one-way ANOVA method
calcBetaBin | Calculate reliability using a Beta-Binomial model
calcHLGMRel | Calculate reliability using a hierarchical logistic regression model
calcHLMRel | Calculate reliability using a hierarchical linear regression model
calcPerformance | Calculate measure performance by accountable entity
calcReliability | Calculate reliability of quality measure performance
calcResamplingIUR | Calculate reliability using resampling inter-unit reliability method
calcSSR | Calculate reliability using split-sample method
colonoscopy | Colonoscopy follow-up data
controlPerf | Parameters for performance calculations
controlRel | Parameters for reliability calculations
example_df_1 | Example data set used in tutorial
example_df_2 | Example data set with a covariate used in tutorial
misclassification_analysis | Calculate misclassification probabilities (in progress)
model_performance | Calculate model performance
plotCalibration | Plot calibration curve for risk-adjustment model
plotEstimates | Plot estimates from regression model used for risk-adjustment
plotN | Plot sample size distribution across accountable entities
plotPerformance | Plot measure performance across accountable entities
plotPredictedDistribution | Plot densities of predicted values by outcome group
plotReliability | Plot distributions of reliability estimates across entities
plotSSR | Example plot of values used to calcualte split-sample reliability.
psychreadmission | Psychiatric 30-day, unplanned readmission data
simulateData | Simulate data
tutorial_BB_agg_results | Beta-Binomial reliability results for example aggregated data set used in tutorial
tutorial_BB_results | Beta-Binomial reliability results for example data set used in tutorial
tutorial_profiling_results | Risk-adjusted profiling results for example data set used in tutorial
tutorial_reliability_results_1 | Reliability results for example data set used in tutorial
tutorial_reliability_results_2 | Reliability results for example data set with risk adjustment used in tutorial