Data Analysis for Game Development

Exam 2 Topic Outline

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

Descriptive statistics
- Measures of variation / spread
  - Range
  - Variance
  - Standard deviation
  - Coefficient of variation
  - Semi-inter quartile range
  - Z-Score
  - Mendenhall's Empirical Rule
- Charts for showing variation / spread
  - Box and whiskers
  - Error bars
Probability
- Events
  - Exhaustive
  - Mutually exclusive
- Assigning probabilities
  - Classical
  - Empirical
  - Subjective
- Probability rules
  - Complement
  - Mutually exclusive
  - Independent
  - Not independent
- Probability distributions
  - Uniform
  - Binomial