On the most effective use of continuous auxiliary variables in regression estimation in survey sampling

DOI10.1111/insr.12561MaRDI QIDQ6612366

T. Merkouris

Publication date: 30 September 2024

Published in: International Statistical Review (Search for Journal in Brave)

zbMATH Keywords

instrumental variablecalibrationcoefficient of determinationoptimal regression estimatorgeneralised regression estimator

Mathematics Subject Classification ID

Statistics (62-XX) Nonparametric inference (62Gxx) Statistical sampling theory and related topics (62Dxx)

Cites Work

• Model assisted survey sampling
• Model-assisted survey estimation with modern prediction techniques
• Local polynomial regresssion estimators in survey sampling.
• Optimal calibration estimators in survey sampling
• Post-Sampling Efficient QR-Prediction in Large-Sample Surveys
• Model-assisted estimation for complex surveys using penalised splines
• Calibration Estimators in Survey Sampling
• Efficient Estimators With Simple Variance in Unequal Probability Sampling
• Combining Independent Regression Estimators From Multiple Surveys
• A Model-Calibration Approach to Using Complete Auxiliary Information From Survey Data
• Nonparametric Model Calibration Estimation in Survey Sampling
• Survey estimates by calibration on complex auxiliary information

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