(3) Random Variables and Common Distributions

(3) Random Variables and Common Distributions

1. Defining sensitivity and specificity

2. What is a Random Variable (RV)

   • Expected value

3. What is a Probability Distribution

   • Types
   • PMF
     • Requirements

4. What is Bernoulli Distribution

5. How does Binomial Distribution differ

6. How does Hypergeometric Distribution differ

7. Poisson Distribution

   • What is it
   • Use of the equation for temporal events

8. Shifting to continuous

   • PDF
     • Requirements
   • CDF

9. Normal distribution

   • What terms mean
   • Properties
   • Computing an RV as a standard normal
   • Able to perform equations to find probability

10. Uniform Distribution

    • Able to perform equations