A good textbook on regression in statistics is the book Probability and Statistics by Mendenhall, Beaver, and Beaver, as mentioned in Chapter 6, Working with Data and Statistics. The following books provide a good introduction to classification and regression in modern data science:
- James, G. and Witten, D., 2013. An Introduction To Statistical Learning: With Applications In R. New York: Springer.
- Müller, A. and Guido, S., 2016. Introduction To Machine Learning With Python. Sebastopol: O'Reilly Media.
A good introduction to time series analysis can be found in the following book:
- Cryer, J. and Chan, K., 2008. Time Series Analysis. New York: Springer.
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