Statistical Data Editing V 2 Methods And Techniques

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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

Handbook Of Statistical Data Editing And Imputation

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Author : Ton de Waal
language : en
Publisher: John Wiley & Sons
Release Date : 2011-03-22

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 2011-03-22 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.

Foundations And Advances Of Machine Learning In Official Statistics

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Author : Florian Dumpert
language : en
Publisher: Springer Nature
Release Date : 2026-01-12

Foundations And Advances Of Machine Learning In Official Statistics written by Florian Dumpert and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2026-01-12 with Mathematics categories.

This Open access book gives an overview of current research and developments on the incorporation of machine learning in official statistics. It covers methodological questions, practical aspects and cross-cutting issues. Machine learning has become an integral part of official statistics over the last decade. This is evident in its many applications in numerous countries and organisations. At the same time, the integration of machine learning into statistical production raises questions about the right mathematical and statistical methodology, the consideration of quality standards and the appropriate IT support. In its four sections, "Methodological aspects", "Legal, ethical, and quality aspects", "Technological aspects" and "Use cases and insights", the book highlights current developments, provides inspiration, outlines challenges and offers possible solutions. It is aimed at methodologists in statistical offices and comparable institutions as well as scientists who are concerned with the further development and responsible use of machine learning

Encyclopedia Of Statistical Sciences Volume 3

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Author :
language : en
Publisher: John Wiley & Sons
Release Date : 2005-12-16

Encyclopedia Of Statistical Sciences Volume 3 written by 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 2005-12-16 with Mathematics categories.

Countless professionals and students who use statistics in their work rely on the multi-volume Encyclopedia of Statistical Sciences as a superior and unique source of information on statistical theory, methods, and applications. This new edition (available in both print and on-line versions) is designed to bring the encyclopedia in line with the latest topics and advances made in statistical science over the past decade—in areas such as computer-intensive statistical methodology, genetics, medicine, the environment, and other applications. Written by over 600 world-renowned experts (including the editors), the entries are self-contained and easily understood by readers with a limited statistical background. With the publication of this second edition in 16 printed volumes, the Encyclopedia of Statistical Sciences retains its position as a cutting-edge reference of choice for those working in statistics, biostatistics, quality control, economics, sociology, engineering, probability theory, computer science, biomedicine, psychology, and many other areas.

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 V 2 Methods And Techniques

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Author :
language : en
Publisher:
Release Date : 1994

Statistical Data Editing V 2 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 Statistics categories.

Journal Of The Royal Statistical Society

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Author :
language : en
Publisher:
Release Date : 2004

Journal Of The Royal Statistical Society written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004 with Electronic journals categories.

Series A of the journal (Statistics in Society) is essentially a journal of general statistical interest. Publishes papers whose appeal lies in their subject-matter rather than their technical statistical contents. Medical, social, educational, legal, demographic and governmental issues are of particular concern.

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 Journal Of The United Nations Economic Commission For Europe

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Author :
language : en
Publisher:
Release Date : 1997

Statistical Journal Of The United Nations Economic Commission For Europe written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1997 with Social sciences categories.

Oecd Glossary Of Statistical Terms

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Author : OECD
language : en
Publisher: OECD Publishing
Release Date : 2008-09-01

Oecd Glossary Of Statistical Terms written by OECD and has been published by OECD Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-09-01 with categories.

The OECD Glossary contains a comprehensive set of over 6 700 definitions of key terminology, concepts and commonly used acronyms derived from existing international statistical guidelines and recommendations.