Think Stats PDF download by Allen B. Downey

Think Stats

O'Reilly Media
Publication date: July 2011
ISBN: 9781449307110
Digital Book format: PDF (DRM-Free)

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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 tools and concepts.

  • Develop your understanding of probability and statistics by writing and testing code
  • Run experiments to test statistical behavior, such as generating samples from several distributions
  • Use simulations to understand concepts that are hard to grasp mathematically
  • Learn topics not usually covered in an introductory course, such as Bayesian estimation
  • Import data from almost any source using Python, rather than be limited to data that has been cleaned and formatted for statistics tools
  • Use statistical inference to answer questions about real-world data
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Think Stats PDF download by Allen B. Downey
O'Reilly Media, July 2011
ISBN: 9781449307110
EAN:  9781449313692
PDF
List Price: $16.99 eBook price: $13.99
Think Stats ePub download by Allen B. Downey
O'Reilly Media, July 2011
ISBN: 9781449313104
EAN:  9781449313104
ePub
List Price: $23.99 eBook price: $21.99
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