Think stats
"Think Stats: Probability and Statistics for Programmers is a textbook for a new kind of introductory prob-stat class. It emphasizes the use of statistics to explore large datasets. It takes a computation approach: students write programs in Python as a way of developing and testing their under...
| Main Author: | |
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| Format: | eBook |
| Language: | English |
| Published: |
Sebastopol, Calif.
O'Reilly Media
2011
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| Edition: | 1st ed |
| Series: | Probability and statistics for programmers
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| Subjects: | |
| Online Access: | |
| Collection: | O'Reilly - Collection details see MPG.ReNa |
Table of Contents:
- 1. Statistical thinking for programmers
- 2. Descriptive statistics
- 3. Cumulative distribution functions
- 4. Continuous distributions
- 5. Probability
- 6. Operations on distributions
- 7. Hypothesis testing
- 8. Estimation
- 9. Correlation