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You are here: Home ▶ Python ▶ Think Stats 2nd Edition

Think Stats 2nd Edition

December 2, 2017

Think Stats 2nd Edition

Think Stats: Exploratory Data Analysis in Python is an introduction to Probability and Statistics for Python programmers. It emphasizes simple techniques you can use to explore real data sets and answer interesting questions. The book presents a case study using data from the National Institutes of Health. Readers are encouraged to work on a project with real datasets.

Book Description

Topics included: 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.

Download Free PDF / Read Online

Author(s): Allen B. Downey
Publisher: Green Tea Press
Published: October 2016
Format(s): PDF, HTML(Online)
File size: 1.98 MB
Number of pages: 264
Download / View Link(s): PDF, Online

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Previous Post: « Think Perl 6: How to Think Like a Computer Scientist
Next Post: Think Bayes: Bayesian Statistics Made Simple »

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