Downey, Allen

Think stats - 2nd ed. - Beijing : O Reilly, 2015 - xv, 206 p. ; ill., 23 cm

Includes index.

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 case study throughout the book to help you learn the entire data analysis process-from collecting data and generating statistics to identifying patterns and testing hypotheses. Along the way, you'll become familiar with distributions, the rules of probability, visualization, and many other too.

9789351108566


Data analysis
Probability
Regression
Time series

519.50285 / DOW

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