[Wiley Survey Metholodogy 2] Handbook of Statistical Data Editing and Imputation

是 否 +2 论坛币

k人 参与回答

经管之家送您一份

应届毕业生专属福利!

求职就业群

赵安豆老师微信：zhaoandou666

经管之家联合CDA

送您一个全额奖学金名额~ !

立即领取

感谢您参与论坛问题回答

经管之家送您两个论坛币！

+2 论坛币

Handbook of Statistical Data Editing and Imputation

Ton de Waal, Jeroen Pannekoek, Sander Scholtus






ISBN: 978-0-470-54280-4
Hardcover
456 pages
March 2011


A practical, one-stop reference on the theory and applications of statistical data editing and imputation techniques
Collected survey data are vulnerable to error. In particular, the data collection stage is a potential source of errors and missing values. As a result, the important role of statistical data editing, and the amount of resources involved, has motivated considerable research efforts to enhance the efficiency and effectiveness of this process. Handbook of Statistical Data Editing and Imputation equips readers with the essential statistical procedures for detecting and correcting inconsistencies and filling in missing values with estimates. The authors supply an easily accessible treatment of the existing methodology in this field, featuring an overview of common errors encountered in practice and techniques for resolving these issues.
The book begins with an overview of methods and strategies for statistical data editing and imputation. Subsequent chapters provide detailed treatment of the central theoretical methods and modern applications, with topics of coverage including:

• Localization of errors in continuous data, with an outline of selective editing strategies, automatic editing for systematic and random errors, and other relevant state-of-the-art methods
  
• Extensions of automatic editing to categorical data and integer data
  
• The basic framework for imputation, with a breakdown of key methods and models and a comparison of imputation with the weighting approach to correct for missing values
  
• More advanced imputation methods, including imputation under edit restraints
  
  

Throughout the book, the treatment of each topic is presented in a uniform fashion. Following an introduction, each chapter presents the key theories and formulas underlying the topic and then illustrates common applications. The discussion concludes with a summary of the main concepts and a real-world example that incorporates realistic data along with professional insight into common challenges and best practices.
Handbook of Statistical Data Editing and Imputation is an essential reference for survey researchers working in the fields of business, economics, government, and the social sciences who gather, analyze, and draw results from data. It is also a suitable supplement for courses on survey methods at the upper-undergraduate and graduate levels.

本帖隐藏的内容

0470542802Data.pdf (3.52 MB, 需要: 10 个论坛币)

2013-8-30 03:39:55 上传

需要: 10 个论坛币  [购买]

扫码加我 拉你入群

请注明：姓名-公司-职位

以便审核进群资格，未注明则拒绝

分享0 收藏0 回帖

关键词：Statistical Imputation statistica statistic handbook collection particular important potential practical

look it

双方第三方倒萨

thanks.

看看

Thanks.

Handbook of Statistical Data Editing and Imputation_Ton de Waal_2011

感谢楼主分享！

非常感谢，看看

顶顶顶顶顶