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.
-" moments: [optional] composed of letters [’mvsk’]; ’m’ = mean, ’v’ = variance, ’s’ = Fisher’s skew and ’k’ = Fisher’s kurtosis. (default = ’mv’).Results: Half-normal continuous random variable
Code # 1: Create a half-normal continuous random variable
|
Output:
RV: "scipy.stats._distn_infrastructure.rv_frozen object at 0x000001E39B53B630"
Code # 2: Seminormal Random Variables and Probability Distribution
|
Output:
Random Variates: [3.95023511 1.97013912 2.00977927 1.88217027 2.24680027 0.7298033 0.56769996 0.62071753 1.74743798 0.35512999] Probability Distribution: [0.79784467 0.79307193 0.78048376 0.76045271 0.73356332 0.70058376 0.66242936 0.62012057 0.57473779 0.52737608]
Code # 3: Graphic representation.
|
Output:
Distribution: [0. 0.06122449 0.12244898 0.18367347 0.24489796 0.30612245 0.36734694 0.42857143 0.48979592 0.55102041 0.6122449 0.67346939 0.73469388 0.79591837 0.85714286 0.91836735 0.97959184 1.04081633 1.10204082 1.16326531 1.2244898 1.28571429 1.34693878 1.40816327 1.46938776 1.53061224 1.59183673 1.65306122 1.71428571 1.7755102 1.83673469 1.89795918 1.95918367 2.02040816 2.08163265 2.14285714 2.20408163 2.26530612 2.32653061 2.3877551 2.44897959 2.51020408 2.57142857 2.63265306 2.69387755 2.75510204 2.81632653 2.87755102 2.93877551 3. ]
Code # 4: Various Positional Arguments
|
Output:
