Waal, Ton de. creator Pannekoek, Jeroen 1951- Scholtus, Sander 1983- text bibliography Electronic books. Electronic books. nju Hoboken, N.J Wiley ©2011 2011 monographic eng

electronic resource

1 online resource (xi, 439 pages) : illustrations. 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. 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. Ton de Waal, Jeroen Pannekoek, Sander Scholtus. Includes bibliographical references and index. 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 HA29 .W23 2011 001.4/22 Waal, Ton de. Hoboken, N.J. : Wiley, ©2011 (DLC) 2010018483 (OCoLC)624030788 9780470904848 0470904844 9780470904831 0470904836 9786613052285 6613052280 10.1002/9780470904848 Wiley InterScience http://onlinelibrary.wiley.com/book/10.1002/9780470904848 http://onlinelibrary.wiley.com/book/10.1002/9780470904848 DG1 110426 20171119090713.0 ocn714797064 eng