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Full Description
A New Concept for Tuning Design Weights in Survey Sampling: Jackknifing in Theory and Practice introduces the new concept of tuning design weights in survey sampling by presenting three concepts: calibration, jackknifing, and imputing where needed. This new methodology allows survey statisticians to develop statistical software for analyzing data in a more precisely and friendly way than with existing techniques.
Contents
1 Problem of Estimation
2 Tuning of Jackknife Estimator
3 Model Assisted Tuning of Estimators
4 Tuned Estimators of Finite Population Variance
5 Tuned Estimators of Finite Population Correlation Coefficient
6 Tuning of Multi-Character Survey Estimators
7 Tuning of the Horvitz-Thompson Estimator
8 Tuning in Stratified Sampling
9 Tuning using Multiauxiliary Information
10 A Brief Review of Related Work
Bibliography
Handy Subject Index
Author Index