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Mathematics

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Probability - Statistics - Information Theory - Econometrics

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Probability

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Probability Distribution Models/Representations

Parametric Probability Distribution Models

Created on Sep 13, 2021 · Last Modified on Sep 23, 2024

Parametric Probability Distribution Models
  • models probability distributions using parameters (i.e. parametric functions)
  • differ from non-parametric models

Parametric Probability Distribution Model Categories

  • Univariate Probability Distributions
    • Models (Probability Density Functions)
    • Models (Probability Mass Functions)
  • Multivariate Probability Distribution
  • Multi Model Probability Distribution

Use Cases

  • ML - Parametric vs Non-Parametric