Data Analysis for Game Development

Exam 2 Topic Outline

Here is an outline of the topics that might be on Exam 2:

• Probability
  • Events
    • Exhaustive
    • Mutually exclusive
  • Assigning probabilities
    • Classical
    • Empirical
    • Subjective
  • Probability rules
    • Complement
    • Mutually exclusive
    • Independent
    • Not independent
  • Probability distributions
    • Uniform
    • Binomial
    • Poisson
    • Normal
      • Standard normal
    • Distribution comparison (e.g., Normality)
      • Histogram
      • QQ plots
• Inferential statistics
  • Central Limit Theorem
  • Sampling error

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