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Uniform distribution of random variable.

Lecture



The continuous random variable X is evenly distributed in the interval [ a; c ] if its probability density in this interval is constant, i.e. if all values ​​in this interval are equally likely:

  Uniform distribution of random variable. (8.1)

The value of the constant с is determined from the normalization condition:

  Uniform distribution of random variable. . (8.2)

Distribution function:

  Uniform distribution of random variable. , (8.3)

The numerical characteristics of a uniformly distributed random variable are defined as:

  Uniform distribution of random variable. (8.4)

  Uniform distribution of random variable. (8.5)

The standard deviation of the uniform distribution is

  Uniform distribution of random variable. (8.6)

The uniform distribution of a random variable is completely determined by two parameters: a and b , the interval at which the random variable is defined.

If necessary, you can determine the parameters a and b of the uniform distribution of the known values ​​of the expectation m X   and variance D x random variable. For this, a system of equations is made up of the following form:

  Uniform distribution of random variable. , (8.7)

from which the desired parameters are determined.

The probability of a uniformly distributed random variable falling into the interval [α, β) is determined as follows:

  Uniform distribution of random variable. where   Uniform distribution of random variable.

 

Continuous uniform distribution
Probability density
  Uniform distribution of random variable.
Distribution function
  Uniform distribution of random variable.
Designation   Uniform distribution of random variable. ,   Uniform distribution of random variable.
Options   Uniform distribution of random variable. ,   Uniform distribution of random variable. —Shift factor   Uniform distribution of random variable. - scale factor
Carrier   Uniform distribution of random variable.
Probability density   Uniform distribution of random variable. b \ end {matrix}">
Distribution function   Uniform distribution of random variable.
Expected value   Uniform distribution of random variable.
Median   Uniform distribution of random variable.
Fashion any number of segment   Uniform distribution of random variable.
Dispersion   Uniform distribution of random variable.
Asymmetry coefficient   Uniform distribution of random variable.
Coefficient of kurtosis   Uniform distribution of random variable.
Informational entropy   Uniform distribution of random variable.
Generating function of moments   Uniform distribution of random variable.
Characteristic function   Uniform distribution of random variable.

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Probability theory. Mathematical Statistics and Stochastic Analysis

Terms: Probability theory. Mathematical Statistics and Stochastic Analysis