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Statistics is Easy Synthesis Lectures on Mathematics and Statistics Second Edition by Dennis Shasha,Manda Wilson ISBN 160845570X 978-1608455706

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Statistics is Easy Second Edition Synthesis Lectures on Mathematics and Statistics Dennis Shasha Digital Instant Download

Author(s): Dennis Shasha, Manda Wilson
ISBN(s): 9781608455706, 160845570X
Edition: 2
File Details: PDF, 1.93 MB
Year: 2010
Language: english
SKU: EB-1756142 Category: Tags: ,

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Product details:

ISBN 10: 160845570X

ISBN 13: 978-1608455706 

Author: Dennis Shasha, Manda Wilson

Statistics is the activity of inferring results about a population given a sample. Historically, statistics books assume an underlying distribution to the data (typically, the normal distribution) and derive results under that assumption. Unfortunately, in real life, one cannot normally be sure of the underlying distribution. For that reason, this book presents a distribution-independent approach to statistics based on a simple computational counting idea called resampling. This book explains the basic concepts of resampling, then system atically presents the standard statistical measures along with programs (in the language Python) to calculate them using resampling, and finally illustrates the use of the measures and programs in a case study. The text uses junior high school algebra and many examples to explain the concepts. Th e ideal reader has mastered at least elementary mathematics, likes to think procedurally, and is comfortable with computers. 

Table of contents:

  1. The Basic Idea

  2. Pragmatic Considerations when Using Resampling

  3. Terminology

  4. The Essential Stats

  5. Case Study: New Mexico’s 2004 Presidential Ballots

  6. References

  7. Bias-Corrected Confidence Intervals

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Tags: Dennis Shasha, Manda Wilson, Statistics is Easy, Synthesis Lectures on, Mathematics and Statistics