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Think Stats: Exploratory Data Analysis in Python
Allen B. Downey
Version 2.2.0
Copyright 2014 Allen B. Downey
Permission is granted to copy, distribute, and/or modify this document under the terms of the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International Unported License, which is available at http://creativecommons.org/licenses/by-nc-sa/4.0/.
- Preface
- Exploratory data analysis
- Distributions
- Probability mass functions
- Cumulative distribution functions
- Modeling distributions
- Probability density functions
- Relationships between variables
- Estimation
- Hypothesis testing
- Linear least squares
- Regression
- Time series analysis
- Survival analysis
- Analytic methods
- Index
