Download the fantastic book titled Think Stats written by Allen B. Downey, available in its entirety in both PDF and EPUB formats for online reading. This page includes a concise summary, a preview of the book cover, and detailed information about "Think Stats", which was released on 16 October 2014. We suggest perusing the summary before initiating your download. This book is a top selection for enthusiasts of the Computers genre.
Summary of Think Stats by Allen B. Downey PDF
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
Detail About Think Stats PDF
- Author : Allen B. Downey
- Publisher : "O'Reilly Media, Inc."
- Genre : Computers
- Total Pages : 226 pages
- ISBN : 1491907363
- Release Date : 16 October 2014
- PDF File Size : 11,7 Mb
- Language : English
- Rating : 4/5 from 21 reviews
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