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Statistical Data Editing


Statistical Data Editing
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Handbook Of Statistical Data Editing And Imputation


Handbook Of Statistical Data Editing And Imputation
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Author : Ton de Waal
language : en
Publisher: John Wiley & Sons
Release Date : 2011-03-04

Handbook Of Statistical Data Editing And Imputation written by Ton de Waal and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-03-04 with Mathematics categories.


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.



Statistical Data Editing Impact On Data Quality


Statistical Data Editing Impact On Data Quality
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Author : United Nations. Statistical Commission
language : en
Publisher: United Nations Publications
Release Date : 1994

Statistical Data Editing Impact On Data Quality written by United Nations. Statistical Commission and has been published by United Nations Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994 with Computers categories.


Data editing methods and techniques may significantly influence the quality of statistical data as well as the cost efficiency of statistical production. Volume 2 is the logical continuation of the first part of the series, which defined statistical data editing and presented associated methods and software. The aim of these publications is to assist National Statistical Offices in their efforts to improve and economize their data editing processes.



Statistical Data Editing


Statistical Data Editing
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Author : United Nations. Statistical Commission
language : en
Publisher: New York and Geneva : United Nations
Release Date : 1994

Statistical Data Editing written by United Nations. Statistical Commission and has been published by New York and Geneva : United Nations this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994 with Data editing categories.


Data editing methods and techniques may significantly influence the quality of statistical data as well as the cost efficiency of statistical production. Volume 2 is the logical continuation of the first part of the series, which defined statistical data editing and presented associated methods and software. The aim of these publications is to assist National Statistical Offices in their efforts to improve and economize their data editing processes.



Statistical Data Editing Methods And Techniques


Statistical Data Editing Methods And Techniques
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Author : United Nations. Statistical Commission
language : en
Publisher:
Release Date : 1994

Statistical Data Editing Methods And Techniques written by United Nations. Statistical Commission and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994 with Mathematics categories.


The first volume defined statistical data editing and presented associated methods and software. This volume, containing some 30 contributions divided into six chapters, addresses how to solve individual data editing tasks, focusing on efficient techniques for data editing operations and for evaluat



Statistical Data Editing Impact On Data Quality


Statistical Data Editing Impact On Data Quality
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Author : Nacions Unides
language : en
Publisher:
Release Date : 2006

Statistical Data Editing Impact On Data Quality written by Nacions Unides and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006 with categories.




Statistical Data Editing


Statistical Data Editing
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Author :
language : en
Publisher:
Release Date : 2006

Statistical Data Editing written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006 with Data editing categories.




Statistical Data Editing


Statistical Data Editing
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Author : United Nations. Statistical Commission. United Nations. Economic Commission for Europe
language : en
Publisher:
Release Date : 1994

Statistical Data Editing written by United Nations. Statistical Commission. United Nations. Economic Commission for Europe and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994 with Data editing categories.




Statistical Data Editing Methods And Techniques


Statistical Data Editing Methods And Techniques
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Author :
language : en
Publisher:
Release Date : 1994

Statistical Data Editing Methods And Techniques written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994 with Data editing categories.




An Overview Of Statistical Data Editing


An Overview Of Statistical Data Editing
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Author : Ton de Waal.
language : en
Publisher:
Release Date : 2008

An Overview Of Statistical Data Editing written by Ton de Waal. and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008 with categories.




Statistical Data Editing And Imputation Of Economic Data An Introduction


Statistical Data Editing And Imputation Of Economic Data An Introduction
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Author : Caren Tempelman
language : en
Publisher:
Release Date : 2003

Statistical Data Editing And Imputation Of Economic Data An Introduction written by Caren Tempelman and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003 with categories.