Think stats

If you know how to program, you have the skills to turn data into knowledge using the tools of probability and statistics. This concise introduction shows you how to perform statistical analysis computationally, rather than mathematically, with programs written in Python. You'll work with a ca...

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Bibliographic Details
Main Author: Downey, Allen (-)
Format: eBook
Language:Inglés
Published: Sebastopol, Ca : O'Reilly Media 2011.
Edition:First edition
Series:Probability and statistics for programmers Think stats
Subjects:
See on Biblioteca Universitat Ramon Llull:https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009627780306719
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.