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Statistics: Distributions

Mathematica includes extensive coverage for statistical distributions. This course explores the properties of derived distributions, probability distributions, mixture distributions, and more. Other topics include random number generation and parameter estimation.

Level: Intermediate

This course assumes basic familiarity with Mathematica and statistics concepts.

On Demand
This course is available on demand (24:00) Free
Live
This course is not currently scheduled.

Outline

  • Distributions and Properties
  • Probabilities and Expectations
  • Simulation
  • Parameter Estimation
  • Derived and Formula Distributions
  • Probability Distributions
  • Mixture Distributions
  • Parametric Mixtures
  • Multivariate Derived Distributions
  • Copulas
  • Nonparametric Distributions
  • Survival Distributions
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