Statistical Data Cleaning with Applications in R (eBook, ePUB)

Statistical Data Cleaning with Applications in R (eBook, ePUB)

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A comprehensive guide to automated statistical data cleaning The production of clean data is a complex and time-consuming process that requires both technical know-how and statistical expertise. Statistical Data Cleaning brings together a wide range of techniques for cleaning textual, numeric or categorical data. 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. Key features: * Focuses on the automation of dat...

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