Further reading
There are a large number of textbooks on statistics and statistical theory. The following books are good references for the statistics covered in this chapter:
- Mendenhall, W., Beaver, R., and Beaver, B. (2006), Introduction To Probability And Statistics. 12th ed., (Belmont, Calif.: Thomson Brooks/Cole).
- Freedman, D., Pisani, R., and Purves, R. (2007), Statistics. New York: W.W. Norton.
The pandas documentation (https://pandas.pydata.org/docs/index.html) and the following pandas book serve as good references for working with pandas:
- McKinney, W., (2017), Python for Data Analysis. 2nd ed., (Sebastopol: O’Reilly Media, Inc, US).
The SciPy documentation (https://docs.scipy.org/doc/scipy/tutorial/stats.html) also contains detailed information about the statistics module that was used several times in this chapter.