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Data quality for analytics using SAS /

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Svolba, Gerhard
Autor Corporativo: SAS Institute
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cary, N.C. : SAS Institute, 2012.
Temas:
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)

MARC

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082 0 4 |a 005.7  |q OCoLC  |2 23/eng/20230216 
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100 1 |a Svolba, Gerhard. 
245 1 0 |a Data quality for analytics using SAS /  |c Gerhard Svolba. 
260 |a Cary, N.C. :  |b SAS Institute,  |c 2012. 
300 |a 1 online resource (1 volume) :  |b illustrations 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
588 0 |a Print version record. 
504 |a Includes bibliographical references and index. 
505 0 |a Introductory case studies -- Definition and scope of data quality for analytics -- Data availability -- Data quantity -- Data completeness -- Data correctness -- Predictive modeling -- Analytics for data quality -- Process considerations for data quality -- Profiling and imputation of missing values -- Profiling and replacement of missing data in a time series -- Data quality control across related tables -- Data quality with analytics -- Data quality profiling and improvement with SAS analytic tools -- Introduction to simulation studies -- Simulating the consequences of poor data quality for predictive modeling -- Influence of data quality and data availability on model quality in predictive modeling -- Influence of data completeness on model quality in predictive modeling --Influence of data correctness on model quality in predictive modeling -- Simulating the consequences of poor data quality in time series forecasting -- Consequences of data quantity and data completeness in time series forecasting -- Consequences of random disturbances in time series data -- Consequences of systematic disturbances in time series data. 
590 |a O'Reilly  |b O'Reilly Online Learning: Academic/Public Library Edition 
630 0 0 |a SAS (Computer file) 
630 0 7 |a SAS (Computer file)  |2 blmlsh 
630 0 7 |a SAS (Computer file)  |2 fast  |0 (OCoLC)fst01364029 
650 0 |a Business intelligence. 
650 0 |a Business  |x Data processing. 
650 0 |a Electronic data processing. 
650 6 |a Gestion  |x Informatique. 
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650 7 |a Business intelligence.  |2 fast  |0 (OCoLC)fst00842723 
650 7 |a Electronic data processing.  |2 fast  |0 (OCoLC)fst00906956 
710 2 |a SAS Institute. 
776 0 8 |i Print version:  |a Svolba, Gerhard.  |t Data quality for analytics using SAS.  |d Cary, N.C. : SAS Institute, 2012  |z 9781607646204  |w (OCoLC)793579128 
856 4 0 |u https://learning.oreilly.com/library/view/~/9781607646204/?ar  |z Texto completo (Requiere registro previo con correo institucional) 
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