Statistical data cleaning with applications in R
The production of clean data is a complex and time-consuming process that requires both technical know-how and statistical expertise. This book examines technical data cleaning methods relating to data representation and data structure. A prominent role is given to statistical data validation, data...
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| Main Authors: | , |
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| Format: | Book |
| Language: | English |
| Published: |
Hoboken, NJ
John Wiley & Sons, Inc.
2018
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| Subjects: | |
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| Summary: | The production of clean data is a complex and time-consuming process that requires both technical know-how and statistical expertise. This book examines technical data cleaning methods relating to data representation and data structure. A prominent role is given to statistical data validation, data cleaning based on predefined restrictions, and data cleaning strategy. |
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| Physical Description: | xiii, 300 pages illustrations 25 cm. |
| Bibliography: | Includes bibliographical references and index. |
| ISBN: | 9781118897157 (hardcover) 1118897153 (hardcover) |