Cumulative probability distribution


 

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Cumulative probability distribution

A function that shows the probability that the random variable will attain a value less than or equal to each value that the random variable can take on.



Cumulative probability distribution

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Normal Distribution

Normal Distribution

The well known bell shaped curve. According to the Central Limit Theorem, the probability density function of a large number of independent, identically distributed random numbers will approach the normal distribution. In the fractal family of distributions, the normal distribution only exists when alpha equals 2, or the Hurst exponent equals 0.50. Thus, the normal distribution is a special case which in time series analysis is quite rare. See: Alpha, Central Limit Theorem, Fractal Distribution.


Standardized normal distribution

Standardized normal distribution

A normal distribution with a mean of 0 and a standard deviation of 1.


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The organization of data to show how often certain values or ranges of values occur.


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