Statistics in Survey Sampling by Jae Kwang Kim ISBN 9781032997766, 9781003606147, 1032997761, 1003606148 instant download

Statistics in Survey Sampling by Jae Kwang Kim ISBN 9781032997766, 9781003606147, 1032997761, 1003606148 instant download

With a strong foundation in design-based inference and frequentist methodology, the book emphasizes representativeness, efficiency, and the integration of auxiliary information in estimation procedures. It also introduces emerging research topics that reflect the evolving landscape of data collection and analysis.

Key Features:

Rigorous treatment of statistical theory for design-based inference in probability sampling

Thorough exploration of model-assisted estimation techniques using auxiliary data

Coverage of modern topics including data integration, analytic inference, predictive inference, and voluntary sample analysis

Detailed examples illustrate the methods throughout the book

Focused development within the frequentist framework, with limited emphasis on Bayesian or nonparametric methods

Exercises in all chapters enable use as a course text or for self-study

Includes appendices on key background topics such as asymptotic theory and projection techniques

This textbook is ideal for graduate students in statistics with prior courses in statistical theory and linear models. It is also a valuable reference for researchers and practitioners engaged in survey design, public policy evaluation, official statistics, and data science applications involving sample-based inference.