scipy.stats.genextreme () — generalized continuous random variable of extreme value, which is defined by a standard format and some form parameters to complete its specification.
Parameters:
-" q: lower and upper tail probability
-" x: quantiles
-" loc: [optional] location parameter. Default = 0
-" scale: [optional] scale parameter. Default = 1
-" size: [tuple of ints, optional] shape or random variates.
-" a, b, c: shape parameters
-" moments: [optional] composed of letters [’mvsk’]; ’m’ = mean, ’v’ = variance,
’s’ = Fisher’s skew and ’k’ = Fisher’s kurtosis. (default = ’mv’).Results: generalized extreme value continuous random variable
for == 0

for x "= 1 / a, and" 0

Code # 1: Generate a generalized extreme continuous random variable
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Output:
RV: "scipy. stats._distn_infrastructure.rv_frozen object at 0x000001E399AB5A58"
Code # 2: generalized random values of extreme values.
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Output:
Random Variates: [1.0976659 -4.30499477 -1.30818332 1.54664658 1.44268486 1.80027137 1.52868675 1.8569798 1.36066713 - 1.85945751] Probability Distribution: [0.30397758 0.32272193 0.34399063 0.3683456 0.39653387 0.42957283 0.46888883 0.516553 45 0.57571147 0.65141728]
Code # 3: Graphic representation.
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Output:
Distribution: [0. 0.02915452 0.05830904 0.08746356 0.11661808 0.14577259 0.17492711 0.20408163 0.23323615 0.26239067 0.29154519 0.32069971 0.34985423 0.37900875 0.40816327 0.43731778 0.4664723 0.49562682 0.52478134 0.55393586 0.58309038 0.6122449 0.64139942 0.67055394 0.69970845 0.72886297 0.75801749 0.78717201 0.81632653 0.84548105 0.87463557 0.90379009 0.93294461 0.96209913 0.99125364 1.02040816 1.04956268 1.0787172 1.10787172 1.13702624 1.16618076 1.19533528 1.2244898 1.25364431 1.28279883 1.31195335 1.34110787 1.37026239 1.39941691 1.42857143]
Code # 4: Various Positional Arguments
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Exit:
