Julian J. Faraway
Linear Models with Python
Linear Models with Python
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ExcellentLinear Models with Python offers up-to-date insight on essential data analysis topics, from estimation, inference, and prediction to missing data, factorial models, and block designs. Numerous examples illustrate how to apply the different methods using Python
- This version replaces R with Python to make it accessible to a greater number of users outside of statistics including those from Machine Learning.
- A reader coming to this book from an ML background will learn new statistical perspectives on learning from data.
- Topics include Model Selection, Shrinkage, Experiments with Blocks and Missing Data.
- Includes an Appendix on Python for beginners.
Weight: 608g
Dimension: 242 x 180 x 25 (mm)
ISBN-13: 9781138483958
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