COURSE

## Common Probability Distributions

This course introduces some of the discrete and continuous probability distributions most commonly used to describe the behavior of random variables.

- Discrete and continuous random variables
- Probability distribution function and cumulative distribution function
- Discrete uniform and binomial distribution functions
- Using binomial trees to describe stock price movement
- Tracking error
- Continuous uniform distribution
- Normal distribution
- Univariate and multi-variate distributions
- Standard normal distribution
- Short-fall risk and safety-first ratio
- Normal vs. lognormal distribution
- Discrete and continuously compounded rates of return
- Monte Carlo simulation and historical simulation

#### Course Resources

Study Notes for Common Probability Distributions

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#### Course Quizzes

## Lessons

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