ReGenesees

R Package ReGenesees: Design-Based and Model-Assisted analysis of complex sampling surveys. Multistage, stratified, clustered, unequally weighted survey designs.Horvitz-Thompson and Calibration Estimators. Variance Estimation for nonlinear smooth estimators by Taylor-series linearization. Estimates, standard errors, confidence intervals and design effects for: Totals, Means, absolute and relative Frequency Distributions (marginal, conditional and joint), Ratios, Shares and Ratios of Shares, Multiple Regression Coefficients and Quantiles. Automated Linearization of Complex Analytic Estimators. Design Covariance and Correlation. Estimates, standard errors, confidence intervals and design effects for user-defined analytic estimators. Estimates and sampling errors for subpopulations. Generalized Variance Functions (GVF) method for predicting variance estimates

References in zbMATH (referenced in 1 article )

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  1. Davies, Gareth; Gillard, Jonathan; Zhigljavsky, Anatoly: Comparative study of different penalty functions and algorithms in survey calibration (2016)