Preamble |
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ReGenesees: a Package for Design-Based and Model-Assisted Analysis of Complex Sample Surveys |
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Survey Design |
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Specification of a Complex Survey Design |
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Retrieve Sampling Units Weights |
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Find Strata with Lonely PSUs |
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Collapse Strata Technique for Eliminating Lonely PSUs |
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Add Variables to Design Objects |
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Merge New Survey Data into Design Objects |
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Smooth Weights to Cope with Stratum Jumpers |
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Calibration |
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Template Data Frame for Known Population Totals |
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Compliance Test for Known Totals Data Frames |
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Natural Language Description of Known Totals Templates |
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Fill the Known Totals Template for a Calibration Task |
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Plot Calibration Control Totals vs Current Estimates |
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A Hint for Range Restricted Calibration |
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Calibration of Survey Weights |
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Calibration Convergence Check |
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Trim Calibration Weights while Preserving Calibration Constraints |
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Range of g-Weights |
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Calibration Residuals of Interest Variables |
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Linearized Variable(s) of Complex Estimators by Domains |
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Make ReGenesees Digest Externally Calibrated Weights |
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Set, Reset or Switch Off Contrasts for Calibration Models |
Compress Nested Factors |
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Special Purpose Calibration |
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Calibration on Multiple Regression Coefficients |
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Fuse Control Totals Data Frames for Special Purpose and Ordinary Calibration Tasks |
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Estimates and Sampling Errors |
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Estimation of Totals and Means in Subpopulations |
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Estimation of Ratios in Subpopulations |
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Estimation of Shares in Subpopulations |
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Estimation of Share Ratios in Subpopulations |
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Estimation of Population Regression Coefficients in Subpopulations |
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Estimation of Quantiles in Subpopulations |
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Estimation of Complex Estimators in Subpopulations |
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Estimation of the Population Standard Deviation of a Variable |
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Estimation of the Population Variance of a Variable |
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Estimation of a Measure of Change from Two Not Necessarily Independent Samples |
Quick Estimates of Auxiliary Variables Totals |
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Design Covariance and Correlation of Complex Estimators in Subpopulations |
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Export Survey Statistics |
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Extractor Functions for Variability Statistics |
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Variance Estimation Options for the ReGenesees Package |
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Generalized Variance Functions Method |
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Archive of Registered GVF Models |
Prepare Input Data to Fit GVF Models |
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Compute Many Estimates and Errors in Just a Single Shot |
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Fit GVF Models |
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Diagnostic Plots for Fitted GVF Models |
Drop Outliers and Refit a GVF Model |
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Quality Measures on Fitted GVF Models |
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Identify the Best Fit GVF Model |
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Predict CV Values via Fitted GVF Models |
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Miscellanea: Methods for Fitted GVF Models |
Which Estimator Did Generate these Survey Statistics? |
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Sample Size and Power |
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Sample Size Requirements and Power Calculations for Proportions |
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Sample Size Requirements and Power Calculations for Means |
Diagnostics and Utilities |
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Unequal Weighting Effect |
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Zapsmall Data Frame Columns and Numeric Vectors |
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Data Sets |
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Artificial Household Survey Data |
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A Small But Not Trivial Artificial Sample Data Set |
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Artificial Structural Business Statistics Data |
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Two Artificial Samples of Elementary Units for Estimation of Change |
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Two Artificial Cluster Samples for Estimation of Change |
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Example Data for GVF Model Fitting |