STATISTICS and Data Science
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Contents

A. Concepts and examples

  • What is Statistics
  • What is not Statistics
  • The mean - formula and example
  • Variance - formula and example
  • Standard deviation - formula and example
  • The standard normal curve - how to use
  • The normal-distribution table - how to use
  • The t-distribution table - how to use
  • t-test - formula and example
  • Paired sample t-test -formula and practice example
  • Analysis of Variance ANOVA- formula and example
  • The F-distribution table - how to use
  • 2 x 2 factorial Analysis of Variance ANOVA- formula and example
  • 2 x 3 factorial Analysis of Variance ANOVA- formula and example
  • ANOVA repeated measures -formula and example
  • ANOVA mixed split plot -formula and practice example
  • How to calculate df for all ANOVA designs
  • List of summary tables of ANOVA designs
  • FAQ Frequently asked questions in Statistics
  • Five simple formulas for all parametric statistics

    • B. Interactive exercises

  • Identify the design-case 1
  • Identify the design-case 2
  • Identify the design-case 3
  • Identify the design-case 4
  • Identify the design-case 5
  • Identify the design-case 6
  • Identify the design-case 7
  • Identify the design-case 8
  • Identify the design-case 9
  • Identify the design-case 10
  • Identify the design-case 11
  • Identify the design-case 12
  • Identify the statistical design-case 13
  • The mean: practice exercises and solutions
  • The sum of squares: practice exercises and solutions
  • Variance: practice exercises and solutions
  • Standard deviation practice exercises and solutions
  • Standard error of the mean: practice exercises and solutions
  • Statistical design practice question 1
  • Statistical design practice question 2
  • Statistical design practice question 3
  • Statistical design practice question 4
  • Statistical design practice question 5
  • Statistical design practice question 6
  • Statistical design practice question 7
  • Statistical design practice question 8



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