Announcing Think Stats 3e
a year ago
- #python
- #data-science
- #statistics
- Third edition of Think Stats announced, available for preorder and online reading.
- Book focuses on practical methods for data exploration, visualization, and communication.
- Process includes importing/cleaning data, single/pair-wise/multivariate analysis, estimation/testing, and visualization.
- New edition features Jupyter notebooks for integrated reading, coding, and exercises.
- Code is simplified and more visible, utilizing empiricaldist library and Pandas structures.
- Updated examples and exercises, with new datasets like renewable electricity and penguin data.
- Emphasis on explaining concepts with code rather than mathematical notation.
- Revised time-series analysis chapter with new dataset on renewable electricity generation.
- Use of Palmer penguin dataset for regression examples.
- Overall, the author is pleased with the updates and improvements.