Waal, Ton de.
Handbook of statistical data editing and imputation / [electronic resource] Statistical data editing and imputation Ton de Waal, Jeroen Pannekoek, Sander Scholtus. - Hoboken, N.J. : Wiley, ©2011. - 1 online resource (xi, 439 pages) : illustrations. - Wiley handbooks in survey methodology . - Wiley handbooks in survey methodology. .
Includes bibliographical references and index.
Frontmatter -- Introduction to statistical data editing and imputation -- Methods for deductive correction -- Automatic editing of continuous data -- Automatic editing: extensions to categorical data -- Automatic editing: extensions to integer data -- Selective editing -- Imputation -- Multivariate imputation -- Imputation under edit constraints -- Adjustment of imputed data -- Practical applications -- Index.
This book provides a comprehensive overview of the edit and imputation process for detecting and correcting errors in survey research. The authors begin with an introduction to the problem of errors and missing values in survey data and then go on to explore the methods for correcting systematic errors, identifying random errors, and error localization in numerical and categorical data. Next, an intricate discussion of selective editing outlines various mechanisms for identifying the appropriate resources for treating data errors.
9780470904848 0470904844 9780470904831 0470904836 9786613052285 6613052280
10.1002/9780470904848 doi
10.1002/9780470904848 Wiley InterScience http://www3.interscience.wiley.com
Statistics--Standards.
Data editing.
Data integrity.
Quality control.
Statistical services--Evaluation.
Mathematics.
SCIENCE--Research & Methodology.
Data editing.
Data integrity.
Quality control.
Statistical services--Evaluation.
Statistics--Standards.
Electronic books.
Electronic books.
HA29 / .W23 2011
001.4/22
Handbook of statistical data editing and imputation / [electronic resource] Statistical data editing and imputation Ton de Waal, Jeroen Pannekoek, Sander Scholtus. - Hoboken, N.J. : Wiley, ©2011. - 1 online resource (xi, 439 pages) : illustrations. - Wiley handbooks in survey methodology . - Wiley handbooks in survey methodology. .
Includes bibliographical references and index.
Frontmatter -- Introduction to statistical data editing and imputation -- Methods for deductive correction -- Automatic editing of continuous data -- Automatic editing: extensions to categorical data -- Automatic editing: extensions to integer data -- Selective editing -- Imputation -- Multivariate imputation -- Imputation under edit constraints -- Adjustment of imputed data -- Practical applications -- Index.
This book provides a comprehensive overview of the edit and imputation process for detecting and correcting errors in survey research. The authors begin with an introduction to the problem of errors and missing values in survey data and then go on to explore the methods for correcting systematic errors, identifying random errors, and error localization in numerical and categorical data. Next, an intricate discussion of selective editing outlines various mechanisms for identifying the appropriate resources for treating data errors.
9780470904848 0470904844 9780470904831 0470904836 9786613052285 6613052280
10.1002/9780470904848 doi
10.1002/9780470904848 Wiley InterScience http://www3.interscience.wiley.com
Statistics--Standards.
Data editing.
Data integrity.
Quality control.
Statistical services--Evaluation.
Mathematics.
SCIENCE--Research & Methodology.
Data editing.
Data integrity.
Quality control.
Statistical services--Evaluation.
Statistics--Standards.
Electronic books.
Electronic books.
HA29 / .W23 2011
001.4/22