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robsurvey (version 0.7)

Robust Survey Statistics Estimation

Description

Robust (outlier-resistant) estimators of finite population characteristics like of means, totals, ratios, regression, etc. Available methods are M- and GM-estimators of regression, weight reduction, trimming, and winsorization. The package extends the 'survey' package.

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Version

Install

install.packages('robsurvey')

Monthly Downloads

209

Version

0.7

License

GPL (>= 2)

Issues

1

Pull Requests

0

Stars

9

Forks

0

Maintainer

Tobias Schoch

Last Published

August 22nd, 2024

Functions in robsurvey (0.7)

svymean_ratio

Robust Ratio Predictor of the Mean and Total
class_svystat_rob

Utility Functions for Objects of Class svystat_rob
svymean_winsorized

Weighted Winsorized Mean and Total
svymean_trimmed

Weighted Trimmed Mean and Total
weighted-m-estimator

Weighted Huber and Tukey Mean and Total (bare-bone functions)
robsurvey-deprecated

Deprecated Functions in Package 'robsurvey'
svysummary

Weighted Five-Number Summary of a Variable
svyreg

Survey Regression Estimator -- Weighted Least Squares
svyratio_huber

Robust Survey Ratio M-Estimator
pps

Sampling with probability proportional to size (pps without replacement)
weighted_IQR

Weighted Interquartile Range (IQR)
svyreg_tukey-deprecated

Deprecated Tukey Biweight Robust Survey Regression M-Estimator
robsvyreg

Internal Function for the Regression GM-Estimator
svyreg_huber-deprecated

Deprecated Huber Robust Survey Regression M-Estimator
svyreg_huberM

Huber Robust Survey Regression M- and GM-Estimator
svymean-m-estimator

Weighted Huber and Tukey Mean and Total (M-Estimator) -- Robust Horvitz-Thompson Estimator
svymean_reg

Robust Generalized Regression Predictor (GREG) of the Mean and Total
wgt_functions

Weight Functions (for the M- and GM-Estimators)
weighted_mean

Weighted Total and Mean (Horvitz-Thompson and Hajek Estimators)
workplace

(Modified) Canadian Workplace and Employee Survey
weighted_line

Weighted Robust Line Fitting
weighted_mad

Weighted Median Absolute Deviation from the Median (MAD)
svymean_dalen

Dalen's Estimators of the Population Mean and Total
weighted_median_ratio

Weighted Robust Ratio Estimator Based on Median
weighted_median

Weighted Median
svyreg_tukeyM

Tukey Biweight Robust Survey Regression M- and GM-Estimator
weighted_quantile

Weighted Quantile
weighted_mean_trimmed

Weighted Trimmed Mean and Total (bare-bone functions)
weighted_mean_winsorized

Weighted Winsorized Mean and Total (bare-bone functions)
weighted_mean_dalen

Dalen Estimators of the Mean and Total
weighted_median_line

Robust Simple Linear Regression Based on Medians
robsurvey-package

Package Overview
mer

Minimum Estimated Risk (MER) M-Estimator
huber2

Weighted Huber Proposal 2 Estimator
class_svyreg_rob

Utility Functions for Objects of Class svyreg_rob
counties

Data on a Simple Random Sample of 100 Counties in the U.S.
losdata

Length-of-Stay (LOS) Hospital Data
MU284pps

PPS Sample From the MU284 Population
flour

Measurement of Copper Content in Wholemeal Flour
MU284strat

Stratified Sample from the MU284 Population