Adaptive Survey Design

ISBN-13: 9780367735982 / Angielski / Miękka / 2020 / 236 str.

Barry Schouten; Andy Peytchev; James Wagner

Opis

Adaptive survey designs (ASDs) provide a framework for data-driven tailoring of data collection procedures to different sample members. What are current best practices in ASD? 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.

Spis treści

Section I: Introduction to Adaptive Survey Design 1. Introduction to the Handbook 2. What is an Adaptive Survey Design? Section II: Preparing an Adaptive Survey Design 3. Stratification 4. Strategies and Interventions 5. Modelling and Monitoring Nonresponse Section III: Implementing an Adaptive Survey Design 6. Costs and Logistics 7. Optimization of an Adaptive Survey Design  8. Sensitivity Analyses Section IV: Advanced Features of Adaptive Survey Design 9. Indicators to Support Optimization and Prioritization  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

O autorze

Andy Peytchev is a research assistant professor in the University of Michigan’s Program in Survey Methodology and the Joint Program in Survey Methodology at the University of Maryland.

Barry Schouten is senior methodologist at Statistics Netherlands and professor at Utrecht University.

James Wagner is research associate professor in the University of Michigan’s Program in Survey Methodology and the Joint Program in Survey Methodology at the University of Maryland.