Think stats
By: Downey, Allen.
Material type:
BookPublisher: Beijing : O Reilly, 2015Edition: 2nd ed.Description: xv, 206 p. ; ill., 23 cm.ISBN: 9789351108566.Subject(s): Data analysis | Probability | Regression | Time series | Bayesian Probabilities | Central Limit Theorem | Erlang distribution | Exponential distribution | Monty Hall problem | Normal distribution | Null hypothesis | P-value | Pareto distribution | Percentile rank | Scatterplot | Weibull distributionDDC classification: 519.50285 Summary: 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.
| Item type | Current location | Call number | Status | Date due | Barcode |
|---|---|---|---|---|---|
| Books | DAU | 519.50285 DOW (Browse shelf) | Checked out | 09/12/2025 | 034775 |
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.
There are no comments for this item.