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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| 001 | 53666 | ||
| 003 | MY-KLNDU | ||
| 005 | 20241219014523.0 | ||
| 008 | 221104 2018 njua abi 001 0 eng d | ||
| 020 | |a 9781118897157 (hardcover) | ||
| 020 | |a 1118897153 (hardcover) | ||
| 039 | 9 | |a 202211041231 |b VLOAD |c 202001301229 |d johari |y 201904081047 |z helmey | |
| 040 | |a UPNM |b eng |c UPNM |e rda | ||
| 090 | |a QA 276.45.R3 |b L66 2018 | ||
| 100 | 1 | |a Loo, Mark van der, |e author. | |
| 245 | 1 | 0 | |a Statistical data cleaning with applications in R |c Mark van der Loo, Edwin de Jonge. |
| 264 | 1 | |a Hoboken, NJ |b John Wiley & Sons, Inc. |c 2018 | |
| 300 | |a xiii, 300 pages |b illustrations |c 25 cm. | ||
| 336 | |a text |2 rdacontent | ||
| 337 | |a unmediated |2 rdamedia | ||
| 338 | |a volume |2 rdacarrier | ||
| 504 | |a Includes bibliographical references and index. | ||
| 520 | |a 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. | ||
| 592 | |a 00102/HL/2019(751) |b 22/10/2019 |c RM 388.08 |h Han Lin | ||
| 650 | 0 | |a Statistics |x Data processing. | |
| 650 | 0 | |a R (Computer program language) | |
| 700 | 1 | |a Jonge, Edwin de, |e author. | |
| 999 | |a vtls000063387 |c 53666 |d 53666 | ||