Think Stats 2e download free [PDF and Ebook] by Allen B. Downey

Think Stats 2e download free [PDF and Ebook] by Allen B. Downey year 2014
  • Book name: Think Stats 2e
  • Author: Allen B. Downey
  • Release date: 2014/10/24
  • Publisher: O'REILLY MEDIA, INC, USA
  • Language: English
  • Genre or Collection: Computing
  • ISBN: 9781491907337
  • Rating: 8.99 of 10
  • Votes: 421
  • Review by: Ellie Madrigal
  • Review rating: 8.16 of 10
  • Review Date: 2018/11/5
  • Total pages: 226
  • Includes a PDF summary of 24 pages
  • Description or summary of the book: 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
  • Estimated reading time (average reader): 11H2M56S
  • Other categories, genre or collection: Programming & Scripting Languages: General, Probability & Statistics, Computer Programming / Software Development, Data Capture & Analysis, Computer Science
  • Available formats: EPUB, MobiPocket, TXT, WORD, SNB, DOC, JPG, PDF. Compressed in RAR, CPIO, ZIP, TAR.BZ2
  • Download servers: Torrent, FreakShare,, FileServe, Localhostr, 4Shared, BitShare, Tresorit, MEGA, Hotfile
  • Format: Paperback
  • Approximate value: 28.55 USD
  • Dimensions: 181x234x12mm
  • Weight: 390g
  • Printed by: Not Available
  • Published in: Sebastopol, United States

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