Multiple Imputation of Missing Data Using SAS - Tapa blanda

Berglund, Patricia; Heeringa, Steven G.

 
9781612904528: Multiple Imputation of Missing Data Using SAS
Tapa blanda
ISBN 10: 1612904521 ISBN 13: 9781612904528
Editorial: SAS Institute, 2014

Sinopsis

Find guidance on using SAS for multiple imputation and solving common missing data issues.

Multiple Imputation of Missing Data Using SAS provides both theoretical background and constructive solutions for those working with incomplete data sets in an engaging example-driven format. It offers practical instruction on the use of SAS for multiple imputation and provides numerous examples that use a variety of public release data sets with applications to survey data.

Written for users with an intermediate background in SAS programming and statistics, this book is an excellent resource for anyone seeking guidance on multiple imputation. The authors cover the MI and MIANALYZE procedures in detail, along with other procedures used for analysis of complete data sets. They guide analysts through the multiple imputation process, including evaluation of missing data patterns, choice of an imputation method, execution of the process, and interpretation of results.

Topics discussed include how to deal with missing data problems in a statistically appropriate manner, how to intelligently select an imputation method, how to incorporate the uncertainty introduced by the imputation process, and how to incorporate the complex sample design (if appropriate) through use of the SAS SURVEY procedures.

Discover the theoretical background and see extensive applications of the multiple imputation process in action.

This book is part of the SAS Press program.

"Sinopsis" puede pertenecer a otra edición de este libro.

Acerca del autor

Patricia Berglund is a Senior Research Associate in the Survey Methodology Program at the University of Michigan Institute for Social Research (ISR). She has extensive experience in the use of SAS for data management and analysis. She is a faculty member in the ISR's Summer Institute in Survey Research Techniques and also directs the ISR's SAS training programs. Berglund also teaches a SAS Business Knowledge Series class titled, "Imputation Techniques in SAS." Her primary research interests are mental health, youth substance issues, and survey methodology.

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Editorial
SAS Institute
Año de publicación
2014
Idioma
Inglés
ISBN 10 
1612904521
ISBN 13 
9781612904528
Encuadernación
Tapa blanda
Número de páginas
164
Contacto del fabricante
no disponible
Persona responsable
gpsr@libri.de
gpsr@libri.de

Europaallee 1
Bad Hersfeld
36244
Alemania

Otras ediciones populares con el mismo título

9781642955217: Multiple Imputation of Missing Data Using SAS

Edición Destacada

ISBN 10:  1642955213 ISBN 13:  9781642955217
Editorial: SAS Institute, 2014
Tapa dura