bpo-36018: Add documentation link to "random variable" (GH-12114) · python/cpython@9add4b3 (original) (raw)
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`` :class:NormalDist
objects
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`===========================
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A :class:NormalDist
is a a composite class that treats the mean and standard
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deviation of data measurements as a single entity. It is a tool for creating
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and manipulating normal distributions of a random variable.
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:class:NormalDist
is a tool for creating and manipulating normal
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distributions of a `random variable
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http://www.stat.yale.edu/Courses/1997-98/101/ranvar.htm`_. It is a
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composite class that treats the mean and standard deviation of data
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measurements as a single entity.
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`` Normal distributions arise from the `Central Limit Theorem
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`` https://en.wikipedia.org/wiki/Central_limit_theorem`_ and have a wide range
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`` Using a `probability density function (pdf)
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`` https://en.wikipedia.org/wiki/Probability_density_function`_,
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compute the relative likelihood that a random sample X will be near
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compute the relative likelihood that a random variable X will be near
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``` the given value *x*. Mathematically, it is the ratio ``P(x <= X <
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``` x+dx) / dx``.
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`` Using a `cumulative distribution function (cdf)
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`` https://en.wikipedia.org/wiki/Cumulative_distribution_function`_,
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compute the probability that a random sample X will be less than or
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compute the probability that a random variable X will be less than or
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``` equal to *x*. Mathematically, it is written P(X <= x)
.
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`` Instances of :class:NormalDist
support addition, subtraction,
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