Statistical Data Cleaning With Applications in R
Language: English
Published by Wiley, 2018
- Hardcover
- Used
Seller: Anybook.com, Lincoln, United KingdomAnybook.com
AbeBooks seller since December 22, 1999
Condition: Used - Good
US$ 83.70
Quantity: 1 available
Add to basketItem description from seller
This is an ex-library book and may have the usual library/used-book markings inside.This book has hardback covers. In good all round condition. Please note the Image in this listing is a stock photo and may not match the covers of the actual item,700grams, ISBN:9781118897157.
Seller Inventory # 3947570
- Title
- Statistical Data Cleaning With Applications in R
- Author
- Van Der Loo, Mark
- Publisher
- Wiley
- Publication year
- 2018
- Condition
- Good
- Binding
- Hardcover
- Language
- English
- ISBN 10
- 1118897153
- ISBN 13
- 9781118897157
- Item weight
- 700 grams
- Seller catalogs
- Mathematics
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 data cleaning methods, including both theory and applications written in R.
- Enables the reader to design data cleaning processes for either one-off analytical purposes or for setting up production systems that clean data on a regular basis.
- Explores statistical techniques for solving issues such as incompleteness, contradictions and outliers, integration of data cleaning components and quality monitoring.
- Supported by an accompanying website featuring data and R code.
This book enables data scientists and statistical analysts working with data to deepen their understanding of data cleaning as well as to upgrade their practical data cleaning skills. It can also be used as material for a course in data cleaning and analyses.
"Synopsis" may belong to another edition of this title.
About the Author
Mark van der Loo and Edwin de Jonge, Department of Statistical Methods, Statistics Netherlands, The Netherlands
"About the title" may belong to another edition of this title.
Anybook.com
Lincoln, United Kingdom
AbeBooks seller since December 22, 1999
Shipping rates from United Kingdom to U.S.A.
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