Think Stats, 2nd Edition

[ 20781 / 70 / 6 ]

Book Description
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

Think Stats, 2nd Edition_47241

Think Stats
Download(10.9M PDF)
附件: 亲,您没有权限下载或查看附件喔:-) 马上登录注册吧!
why does husbands cheat why husband cheat on their wife