• standard normal density function, and formula for phi for ARBITURARY normals (x-u/sigma)
  • practice using inverse phi
• BEWARE that sigma is not sigma squared
• PDF AND CDF, Mean, Var, params, Generative Story for:
  • uniform distribution and the normal distribution
  • all of these
• continuity correction
• permutation and combinations formula
• counting formulas: binning, stars and bars, and the counting methods tree from beginning of class
• probability theorems: law of total probabaly, baysian, demorgans, counting with and and or
• multinomial distribution
• binomial coefficient (i.e. combinations formula), multinomial coefficient
• joint probability distribution and their table
• Naive Bayes divison ratio trick
• relative probability