Description
- Overview:
- Think Stats is an introduction to Probability and Statistics for Python programmers.
*Think Stats emphasizes simple techniques you can use to explore real data sets and answer interesting questions. The book presents a case study using data from the National Institutes of Health. Readers are encouraged to work on a project with real datasets.
*If you have basic skills in Python, you can use them to learn concepts in probability and statistics. Think Stats is based on a Python library for probability distributions (PMFs and CDFs). Many of the exercises use short programs to run experiments and help readers develop understanding.
- Subject:
- Computer Science, Statistics and Probability
- Level:
- College / Upper Division
- Material Type:
- Textbook
- Author:
- Allen Downey
- Provider:
- Green Tea Press
- Date Added:
- 01/01/2014
- License:
-
Creative Commons Attribution Non-Commercial
- Language:
- English
- Media Format:
- Downloadable docs, Text/HTML
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