00000cmm a22000003i 4500 UP-1685594773862447222 Buklod 20240123120245.0 m | | ta 240123s2018 nju u eng d 9781118897126 (ebook) (iLib)UPBAG-00043777919 ML-1042EB Megatexts Phil. Inc. Php7,277.00 College of Science DLC BAG rda eng ML-ebook Jonge, Edwin de 1972- eauthor. Statistical data cleaning with applications in R [electronic resource] Edwin de Jonge, Mark van der Loo. [Hoboken, NJ] John Wiley & Sons Ltd [2018] 1 online resource (1 volume) illustrations text rdacontent computer rdamedia online resource rdacarrier Includes bibliographical references and index. CHAPTER 1. Data Cleaning -- CHAPTER 2. A Brief Introduction to R -- CHAPTER 3. Technical Representation of Data -- CHAPTER 4. Data Structure -- CHAPTER 5. Cleaning Text Data -- CHAPTER 6. Data Validation -- CHAPTER 7. Localizing Errors in Data Records -- CHAPTER 8. Rule Set Maintenance and Simplification -- CHAPTER 9. Methods Based on Models for Domain Knowledge -- CHAPTER 10. Imputation and Adjustment -- CHAPTER 11. Example: A Small Data-Cleaning System -- References -- Index. IP based subscription, on campus and remote access available via OpenAthens. Access via Electronic Resources of the UPB University Library websites. Electronic reproduction. Hoboken, NJ John Wiley & Sons Ltd 2018. Available via World Wide Web through Wiley Online Library. Statistics Data processing. R (Computer program language) Electronic books. Loo, Mark van der 1976- author. Available for University of the Philippines Baguio via Wiley Online Library. Click here to access https://onlinelibrary.wiley.com/doi/book/10.1002/9781118897126 (viewed 22 January 2022) FO Monograph UPBAG UPBAG-MAIN ML-ebook Electronic Resource