Modeling, Standardization and Testing for Provider Profiling

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Documentation for package ‘pprof’ version 1.0.2

• DESCRIPTION file.

Help Pages

bar_plot	Get a bar plot for flagging percentage overall and stratified by provider sizes
caterpillar_plot	Get a caterpillar plot to display confidence intervals for standardized measures
confint.linear_fe	Get confidence intervals for provider effects or standardized measures from a fitted 'linear_fe' object
confint.linear_re	Get confidence intervals for provider effects or standardized measures from a fitted 'linear_re' object
confint.logis_fe	Get confidence intervals for provider effects or standardized measures from a fitted 'logis_fe' object
confint.logis_re	Get confidence intervals for provider effects or standardized measures from a fitted 'logis_re' object
data_check	Data quality check function
ecls_data	Early Childhood Longitudinal Study Dataset
ExampleDataBinary	Example data with binary outcomes
ExampleDataLinear	Example data with continuous outcomes
linear_fe	Main function for fitting the fixed effect linear model
linear_re	Main Function for fitting the random effect linear model
logis_fe	Main function for fitting the fixed effect logistic model
logis_re	Main Function for fitting the random effect logistic model
plot.linear_fe	Get funnel plot from a fitted 'linear_fe' object for institutional comparisons
plot.logis_fe	Get funnel plot from a fitted 'logis_fe' object for institutional comparisons
SM_output	Generic function for calculating standardized measures
SM_output.linear_fe	Calculate direct/indirect standardized differences from a fitted 'linear_fe' object
SM_output.linear_re	Calculate direct/indirect standardized differences from a fitted 'linear_re' object
SM_output.logis_fe	Calculate direct/indirect standardized ratios/rates from a fitted 'logis_fe' object
SM_output.logis_re	Calculate direct/indirect standardized ratios/rates from a fitted 'logis_re' object
summary.linear_fe	Result Summaries of Covariate Estimates from a fitted 'linear_fe' or 'linear_re' object
summary.linear_re	Result Summaries of Covariate Estimates from a fitted 'linear_fe' or 'linear_re' object
summary.logis_fe	Result Summaries of Covariate Estimates from a fitted 'logis_fe' object
summary.logis_re	Result Summaries of Covariate Estimates from a fitted 'logis_re' object
test	Generic function for hypothesis testing of provider effects
test.linear_fe	Conduct hypothesis testing for provider effects from a fitted 'linear_fe' object
test.linear_re	Conduct hypothesis testing for provider effects from a fitted 'linear_re' object
test.logis_fe	Conduct hypothesis testing for provider effects from a fitted 'logis_fe' object
test.logis_re	Conduct hypothesis testing for provider effects from a fitted 'logis_re' object