Adaptive survey design 1st Edition Peytchev 1351650017 9781351650014

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Product details:

• ISBN 10: 1351650017
• ISBN 13: 9781351650014
• Author: Peytchev

Adaptive survey designs (ASDs) provide a framework for data-driven tailoring of data collection procedures to different sample members, often for cost and bias reduction. People vary in how likely they are to respond and in how they respond. This variation leads to opportunities to selectively deploy design features in order to control both nonresponse and measurement errors. ASD aims at the optimal matching of design features and the characteristics of respondents given the survey budget. Such a goal is sensible, but ASD requires investment in more advanced technical systems and management infrastructure and asks for the collection of relevant auxiliary data. So what are current best practices in ASD? And is ASD worthwhile when the same auxiliary data are employed in the estimation afterwards? In this book, the authors provide answers to these questions, and much more.

Table of contents:

Section I: Introduction to Adaptive Survey Design

2. Adaptive Survey Design: What Is It?

Section II: Preparing an Adaptive Survey Design

3. Stratification

4. Interventions and Design Features

5. Models for Nonresponse in Adaptive Survey Design

Section III: Implementing an Adaptive Survey Design

6. Costs and Logistics

7. Optimization of Adaptive Survey Design8. Robustness of Adaptive Survey Designs

Section IV: Advanced Features of Adaptive Survey Design

9. Indicators to Support Prioritization and Optimization

10. Adaptive Survey Design and Adjustment for Nonresponse

Section V: The Future of Adaptive Survey Design

11. Adaptive Survey Design and Measurement Error

12. The Future of Adaptive Survey Design

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