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Even You Can Learn Statistics and Analytics

Even You Can Learn Statistics and Analytics

Authors
Publisher Financial Times
Year 01/05/2015
Edition Third
Pages 384
Version paperback
Readership level Professional and scholarly
Language English
ISBN 9780133382662
Categories Economic statistics, Business mathematics & systems, Probability & statistics
Replaces 9780137010592
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Book description

Thought you couldnâ??t learn statistics? You can â?? and you will! Even You Can Learn Statistics and Analytics, Third Edition is the practical, up-to-date introduction to statistics â?? for everyone! Now fully updated for "big data" analytics and the newest applications, it'll teach you all the statistical techniques youâ??ll need for finance, marketing, quality, science, social science, and more â?? one easy step at a time. Simple jargon-free explanations help you understand every technique, and extensive practical examples and worked problems give you all the hands-on practice you'll need. This edition contains more practical examples than ever â?? all updated for the newest versions of Microsoft Excel. You'll find downloadable practice files, templates, data sets, and sample models â?? including complete solutions you can put right to work! Learn how to do all this, and more:

  • Apply statistical techniques to analyze huge data sets and transform them into valuable knowledge
  • Construct and interpret statistical charts and tables with Excel or OpenOffice.org Calc 3
  • Work with mean, median, mode, standard deviation, Z scores, skewness, and other descriptive statistics
  • Use probability and probability distributions
  • Work with sampling distributions and confidence intervals
  • Test hypotheses with Z, t, chi-square, ANOVA, and other techniques
  • Perform powerful regression analysis and modeling
  • Use multiple regression to develop models that contain several independent variables
  • Master specific statistical techniques for quality and Six Sigma programs

Hate math? No sweat. Youâ??ll be amazed at how little you need. Like math? Optional "Equation Blackboard" sections reveal the mathematical foundations of statistics right before your eyes. If you need to understand, evaluate, or use statistics in business, academia, or anywhere else, this is the book you've been searching for!

Even You Can Learn Statistics and Analytics

Table of contents

  • Introduction: The Even You Can Learn Statistics and Analytics Owners Manual
  • Chapter 1: Fundamentals of Statistics
  • Chapter 2: Presenting Data in Tables and Charts
  • Chapter 3: Descriptive Statistics
  • Chapter 4: Probability 
  • Chapter 5: Probability Distributions
  • Chapter 6: Sampling Distributions and Confidence Intervals
  • Chapter 7: Fundamentals of Hypothesis Testing
  • Chapter 8: Hypothesis Testing: Z and t Tests
  • Chapter 9: Hypothesis Testing: Chi-Square Tests and the One-Way Analysis of Variance (ANOVA)
  • Chapter 10: Simple Linear Regression
  • Chapter 11: Multiple Regression
  • Chapter 12: Fundamentals of Analytics 
  • Chapter 13: Descriptive Analytic
  • Chapter 14: Predictive Analytics
  • Appendix A: Microsoft Excel Operation and Configuration 
  • Appendix B: Review of Arithmetic and Algebra
  • Appendix C: Statistical Tables
  • Appendix D: Spreadsheet Tips
  • Appendix E: Advanced Techniques
  • Appendix F: Documentation for Downloadable Files
  • Glossary
  • Index

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