Robust Survey Statistics Estimation
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Documentation for package ‘robsurvey’ version 0.3
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 |
| 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.svystat_rob | Utility Functions for Objects of Class svystat_rob |
| simpsonWgt | Weight Functions (for the M- and GM-Estimators) |
| summary.formula | Weighted Five-Number Summary of a Variable |
| 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_reg | Generalized Regression Estimator (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 |
| 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 |
| 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_reg | Generalized Regression Estimator (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 |