Modern statistics with R : From wrangling and exploring data to inference and predictive modelling

Bibliographic Details
Main Author: Thulin, Mans (Author)
Format: Book
Language:English
Published: ©2025
Edition:Second edition
Subjects:

MARC

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100 1 |a Thulin, Mans ,   |e author 
245 1 4 |a Modern statistics with R :   |b From wrangling and exploring data to inference and predictive modelling   |c Mans Thulin 
250 |a Second edition 
264 0 |a Boca Raton :   |b CRC Press   |c ©2025 
264 4 |c ©2025 
300 |a xvi, 474 pages :   |b illustrations (chiefly color) ;   |c 26 cm. 
336 |a text  |2 rdacontent 
337 |a unmediated  |2 rdamedia 
338 |a volume  |2 rdacarrier 
504 |a Includes bibliographical references (pages 456-461) and index (pages 463-474) 
505 0 |a 1. Introduction -- 2. The basics -- 3. The cornerstones of statistics -- 4. Exploratory data analysis and unsupervised learning -- 5. Dealing with messy data -- 6. R programming -- 7. The role of simulation in modern statistics -- 8. Regression models -- 9. Survival analysis and censored data -- 10. Structural equation models,factors analysis, and mediation -- 11. Predictive modelling and machine learning -- 12. Advanced topics -- 13. Debugging -- 14. Mathematical appendix 
650 0 |a subject 
999 |a 1000188518   |b Book   |c OPEN SHELF (30 DAYS)   |e Tembila Campus 
999 |a 1000188519   |b Book   |c OPEN SHELF (30 DAYS)   |e Tembila Campus 
999 |a 1000188520   |b Book   |c OPEN SHELF (30 DAYS)   |e Tembila Campus