Book

Naked statistics: stripping the dread from the data

by  Charles J Wheelan

Description

Demystifies the study of statistics by stripping away the technical details to examine the underlying intuition essential for understanding statistical concepts

Table Of Contents

  • What's the point?
  • Descriptive statistics : who was the best baseball player of all time?
  • Deceptive description : "he's got a great personality!" and other true but grossly misleading statements
  • Correlation : how does Netflix know what movies I like?
  • Basic probability : don't buy the extended warranty on your $99 printer
  • The Monty Hall problem
  • Problems with probability : how overconfident math geeks nearly destroyed the global financial system
  • The importance of data : "garbage in, garbage out"
  • The central limit theorem : the Lebron James of statistics
  • Inference : why my statistics professor thought I might have cheated
  • Polling : how we know that 64 percent of Americans support the death penalty (with a sampling error (plus or minus) 3 percent)
  • Regression analysis : the miracle elixir
  • Common regression mistakes : the mandatory warning label
  • Program evaluation : will going to Harvard change your life?
  • Conclusion : five questions that statistics can help answer

Subject

Statistics

Details

Published New York, NY. : W.W. Norton, 2014
Language English
Material xviii, 282 p. ;
ISBN 039334777X
Location
TCDC Bangkok - Closed Stack
TCDC Bangkok - Closed Stack
miniTCDC - RMUTK

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