Think Stats by Allen B. Downey

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If you know how to program, you have the skills to turn data into knowledge, using tools of probability and statistics. This concise introduction shows you how to perform statistical analysis computationally, rather than mathematically, with programs written in Python.

By working with a single case study throughout this thoroughly revised book, you’ll learn the entire process of exploratory data analysis—from collecting data and generating statistics to identifying patterns and testing hypotheses. You’ll explore distributions, rules of probability, visualization, and many other tools and concepts.

New chapters on regression, time series analysis, survival analysis, and analytic methods will enrich your discoveries.

• Develop an 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
• Import data from most sources with Python, rather than rely on data that’s cleaned and formatted for statistics tools
• Use statistical inference to answer questions about real-world data
  

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Allen B. Downey-Think Stats-O'Reilly Media (2014).pdf (10.9 MB, 需要: 1 个论坛币)

2014-11-15 11:26:06 上传

Think Stats by Allen B. Downey
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Paperback: 226 pages
Publisher: O'Reilly Media; 2 edition (October 27, 2014)
Language: English
ISBN-10: 1491907339
ISBN-13: 978-1491907337
Product Dimensions: 9.2 x 7 x 0.5 inches
Shipping Weight: 13.4 ounces

• http://www.amazon.com/Think-Stats-Allen-B-Downey/dp/1491907339/ref=sr_1_1?ie=UTF8&qid=1416021265&sr=8-1&keywords=Think+Stats
  

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关键词：think Allen stats Down Thin collecting knowledge programs testing process

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大家开心 发表于 2014-11-15 11:28
If you know how to program, you have the skills to turn data into knowledge, using tools of probabil ...

лл

出第二版了，多了不少页数

thanks statistics

thanks for sharing

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