- Introduction - Stochastic processes
- The Binomial Process
- Introduction - The binomial process
- Distribution of the number of successes s in n trials, each with probability p
- Distribution of the number of trials n needed to obtain s successes, each with probability p
- Estimation of the probability p after having observed s successes in n trials
- Estimation of the number of trials n made after having observed s successes with probability p
- An example of using the estimate of binomial probabilities in risk analysis

- The Poisson process
- Hypergeometric process
- Renewal processes
- Mixture processes
- Martingales
- Central Limit Theorem - CLT

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