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Probability

Mitul Patel Mathematics English

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Probability

  • References Hoel Jorion (FRM) - Ch 2
  1. Univariate RVs

    • (Cumulative) Distribution Function
      • Discrete
        • cdf & pdf
      • Continuous
        • cdf & pdf
    • Moments
      • Expected Value/Mean
      • Quantile (eg VaR), Median
      • Variance/St Deviation
      • Skewness
      • Kurtosis
  2. Multivariate Distribution Functions

    • Bivariate Distribution Functions
      • Joint Distribution Function
        • Continuous
        • Independence
        • Copula's / Sklar's Thm
      • Covariance
        • Correlation
          • Independence
          • Linear Dependence
      • Marginal Densities
      • Conditional Density/Bayes' Rules
  3. Functions of RVs

    • Linear Transformations
    • Summation
    • Portfolios of RVs (matrix notation)
    • Product of RVs

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Mathematics Mind Map on Probability, created by Mitul Patel on 17/06/2017.
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Mitul Patel
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