Probability Functions

In the course of evaluating the probability that the properties of a given Star would arise given a proposed EfficiencyVector, we must make use of several mathematically in-depth calculations to determine both \(p(K = k| \vec{x})\) and \(\nabla_x p(K = k | \vec{x})\). The following functions are implementations of this statistical modelling.

Members:

• Probability Functions for Poisson Binomial
  • Forward Loop
  • Backward Loop
  • Sub-pmf Loop
• Probability Functions for Exact Poisson Binomial
  • Forward Loop
  • Backward Loop
  • Sub-pmf Loop
• Probability Functions for Normal Approximation to the Poisson Binomial