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Probability theory

Categories
  • Events, probabilities and combinatorics
  • Total probability theorem and Bayes’ theorem
  • Distribution, distribution function, density function
  • Expected value and standard deviation
  • Markov’s and Chebyshev’s inequalities
  • Discrete and continuous distributions
  • Distributions of two random variables

Distributions of two random variables

  • Episodes
01
 
Joint distribution of X and Y
02
 
The correlation
03
 
The marginal distribution functions, and the joint distribution function of X and Y
05
 
The joint probability density function, and another horrors
06
 
Finding the joint distribution function from the joint density function
Content of the topic


Joint distribution of X and Y

The correlation

The marginal distribution functions, and the joint distribution function of X and Y

The joint probability density function, and another horrors

Finding the joint distribution function from the joint density function

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