Sampling Theory and Practice

preview-18
  • Sampling Theory and Practice Book Detail

  • Author : Changbao Wu
  • Release Date : 2020-05-15
  • Publisher : Springer Nature
  • Genre : Social Science
  • Pages : 371
  • ISBN 13 : 3030442462
  • File Size : 80,80 MB

Sampling Theory and Practice by Changbao Wu PDF Summary

Book Description: The three parts of this book on survey methodology combine an introduction to basic sampling theory, engaging presentation of topics that reflect current research trends, and informed discussion of the problems commonly encountered in survey practice. These related aspects of survey methodology rarely appear together under a single connected roof, making this book a unique combination of materials for teaching, research and practice in survey sampling. Basic knowledge of probability theory and statistical inference is assumed, but no prior exposure to survey sampling is required. The first part focuses on the design-based approach to finite population sampling. It contains a rigorous coverage of basic sampling designs, related estimation theory, model-based prediction approach, and model-assisted estimation methods. The second part stems from original research conducted by the authors as well as important methodological advances in the field during the past three decades. Topics include calibration weighting methods, regression analysis and survey weighted estimating equation (EE) theory, longitudinal surveys and generalized estimating equations (GEE) analysis, variance estimation and resampling techniques, empirical likelihood methods for complex surveys, handling missing data and non-response, and Bayesian inference for survey data. The third part provides guidance and tools on practical aspects of large-scale surveys, such as training and quality control, frame construction, choices of survey designs, strategies for reducing non-response, and weight calculation. These procedures are illustrated through real-world surveys. Several specialized topics are also discussed in detail, including household surveys, telephone and web surveys, natural resource inventory surveys, adaptive and network surveys, dual-frame and multiple frame surveys, and analysis of non-probability survey samples. This book is a self-contained introduction to survey sampling that provides a strong theoretical base with coverage of current research trends and pragmatic guidance and tools for conducting surveys.

Disclaimer: www.yourbookbest.com does not own Sampling Theory and Practice books pdf, neither created or scanned. We just provide the link that is already available on the internet, public domain and in Google Drive. If any way it violates the law or has any issues, then kindly mail us via contact us page to request the removal of the link.

Sampling Theory and Practice

Sampling Theory and Practice

File Size : 30,30 MB
Total View : 5223 Views
DOWNLOAD

The three parts of this book on survey methodology combine an introduction to basic sampling theory, engaging presentation of topics that reflect current resear

Nonuniform Sampling

Nonuniform Sampling

File Size : 9,9 MB
Total View : 2197 Views
DOWNLOAD

Our understanding of nature is often through nonuniform observations in space or time. In space, one normally observes the important features of an object, such

Survey Sampling Theory and Applications

Survey Sampling Theory and Applications

File Size : 64,64 MB
Total View : 7519 Views
DOWNLOAD

Survey Sampling Theory and Applications offers a comprehensive overview of survey sampling, including the basics of sampling theory and practice, as well as res

Sampling Methods

Sampling Methods

File Size : 57,57 MB
Total View : 6343 Views
DOWNLOAD

Whenweagreedtoshareallofourpreparationofexercisesinsamplingtheory to create a book, we were not aware of the scope of the work. It was indeed necessary to compo