Robust Survey Statistics Estimation

Documentation for package ‘robsurvey’ version 0.5-2

Help Pages

robsurvey-package	Package Overview
class_svyreg_rob	Utility Functions for Objects of Class svyreg_rob
class_svystat_rob	Utility Functions for Objects of Class svystat_rob
coef.medline	Weighted Robust Line Fitting
coef.svyreg_rob	Utility Functions for Objects of Class svyreg_rob
coef.svystat_rob	Utility Functions for Objects of Class svystat_rob
counties	Data on a Simple Random Sample of 100 Counties in the U.S.
fitted.medline	Weighted Robust Line Fitting
fitted.svyreg_rob	Utility Functions for Objects of Class svyreg_rob
fitted.svystat_rob	Utility Functions for Objects of Class svystat_rob
flour	Measurement of Copper Content in Wholemeal Flour
huber2	Weighted Huber Proposal 2 Estimator
huberWgt	Weight Functions (for the M- and GM-Estimators)
losdata	Length-of-Stay (LOS) Hospital Data
mer	Minimum Estimated Risk (MER) M-Estimator
mse	Utility Functions for Objects of Class svystat_rob
MU284pps	PPS Sample From the MU284 Population
MU284strat	Stratified Sample from the MU284 Population
plot.svyreg_rob	Utility Functions for Objects of Class svyreg_rob
print.medline	Weighted Robust Line Fitting
print.svyreg_rob	Utility Functions for Objects of Class svyreg_rob
print.svystat_rob	Utility Functions for Objects of Class svystat_rob
residuals.medline	Weighted Robust Line Fitting
residuals.svyreg_rob	Utility Functions for Objects of Class svyreg_rob
residuals.svystat_rob	Utility Functions for Objects of Class svystat_rob
robsurvey	Package Overview
robsvyreg	Internal Function for the Regression GM-Estimator
robweights	Utility Functions for Objects of Class svystat_rob
robweights.svyreg_rob	Utility Functions for Objects of Class svyreg_rob
robweights.svystat_rob	Utility Functions for Objects of Class svystat_rob
scale.svystat_rob	Utility Functions for Objects of Class svystat_rob
SE.svyreg_rob	Utility Functions for Objects of Class svyreg_rob
SE.svystat_rob	Utility Functions for Objects of Class svystat_rob
simpsonWgt	Weight Functions (for the M- and GM-Estimators)
summary.svyreg_rob	Utility Functions for Objects of Class svyreg_rob
summary.svystat_rob	Utility Functions for Objects of Class svystat_rob
svymean_dalen	Dalen's Estimators of the Population Mean and Total
svymean_huber	Weighted Huber Mean and Total - Robust Horvitz-Thompson Estimator
svymean_k_winsorized	Weighted Winsorized Mean and Total
svymean_ratio	Robust Ratio Predictor of the Mean and Total
svymean_reg	Robust Generalized Regression Predictor (GREG) of the Mean and Total
svymean_trimmed	Weighted Trimmed Mean and Total
svymean_tukey	Weighted Tukey Mean and Total - Robust Horvitz-Thompson Estimator
svymean_winsorized	Weighted Winsorized Mean and Total
svyratio_huber	Robust Survey Ratio M-Estimator
svyratio_tukey	Robust Survey Ratio M-Estimator
svyreg	Survey Regression Estimator - Weighted Least Squares
svyreg_control	Internal Function for the Regression GM-Estimator
svyreg_huber	Huber Robust Survey Regression M- and GM-Estimator
svyreg_huberGM	Huber Robust Survey Regression M- and GM-Estimator
svyreg_huberM	Huber Robust Survey Regression M- and GM-Estimator
svyreg_rob	Utility Functions for Objects of Class svyreg_rob
svyreg_tukey	Tukey Biweight Robust Survey Regression M- and GM-Estimator
svyreg_tukeyGM	Tukey Biweight Robust Survey Regression M- and GM-Estimator
svyreg_tukeyM	Tukey Biweight Robust Survey Regression M- and GM-Estimator
svystat_rob	Utility Functions for Objects of Class svystat_rob
svysummary	Weighted Five-Number Summary of a Variable
svytotal_dalen	Dalen's Estimators of the Population Mean and Total
svytotal_huber	Weighted Huber Mean and Total - Robust Horvitz-Thompson Estimator
svytotal_k_winsorized	Weighted Winsorized Mean and Total
svytotal_ratio	Robust Ratio Predictor of the Mean and Total
svytotal_reg	Robust Generalized Regression Predictor (GREG) of the Mean and Total
svytotal_trimmed	Weighted Trimmed Mean and Total
svytotal_tukey	Weighted Tukey Mean and Total - Robust Horvitz-Thompson Estimator
svytotal_winsorized	Weighted Winsorized Mean and Total
tukeyWgt	Weight Functions (for the M- and GM-Estimators)
vcov.svyreg_rob	Utility Functions for Objects of Class svyreg_rob
vcov.svystat_rob	Utility Functions for Objects of Class svystat_rob
weighted_IQR	Weighted Interquartile Range (IQR)
weighted_line	Weighted Robust Line Fitting
weighted_mad	Weighted Median Absolute Deviation from the Median (MAD)
weighted_mean	Weighted Total and Mean (Horvitz-Thompson and Hajek Estimators)
weighted_mean_dalen	Dalen Estimators of the Mean and Total
weighted_mean_huber	Weighted Huber Mean and Total (bare-bone functions)
weighted_mean_k_winsorized	Weighted Winsorized Mean and Total (bare-bone functions)
weighted_mean_trimmed	Weighted Trimmed Mean and Total (bare-bone functions)
weighted_mean_tukey	Weighted Tukey Mean and Total (bare-bone functions)
weighted_mean_winsorized	Weighted Winsorized Mean and Total (bare-bone functions)
weighted_median	Weighted Median
weighted_median_line	Robust Simple Linear Regression Based on Medians
weighted_median_ratio	Weighted Robust Ratio Estimator Based on Median
weighted_quantile	Weighted Quantile
weighted_total	Weighted Total and Mean (Horvitz-Thompson and Hajek Estimators)
weighted_total_dalen	Dalen Estimators of the Mean and Total
weighted_total_huber	Weighted Huber Mean and Total (bare-bone functions)
weighted_total_k_winsorized	Weighted Winsorized Mean and Total (bare-bone functions)
weighted_total_trimmed	Weighted Trimmed Mean and Total (bare-bone functions)
weighted_total_tukey	Weighted Tukey Mean and Total (bare-bone functions)
weighted_total_winsorized	Weighted Winsorized Mean and Total (bare-bone functions)
workplace	(Modified) Canadian Workplace and Employee Survey