Inverse transform sampling

• How to Generate a Poisson Random Variable from a Uniform One
  Use inverse-transform sampling: compare a standard uniform draw with cumulative Poisson probabilities, updating each probability recursively until you find the count.
• How to Generate Random Numbers From a Probability Equation
  To sample from a probability equation, define a valid distribution, then use inverse-CDF sampling or rejection sampling when inversion is difficult.