scipy.stats.invgamma ():
This is an inverted gamma continuous random variable. This is an instance of the rv_continuous
class. It inherits from a collection of generic methods and combines them with the full spread specification.
Code # 1: Generate an inverted gamma continuous random variable
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Output:
RV:
scipy.stats._distn_infrastructure.rv_frozen object at 0x00000230B0B28748
Code # 2: continuous inverse gamma variables and probability distribution
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Output:
Random Variates: [4.18816252e + 00 2.02807957e + 03 8.37914946e + 01 1.94368997e + 00 3.78345091e + 00 1.00496176e + 06 3.42396458e + 03 3.45520522e + 00 2.81037118e + 00 1.72359706e + 03:] Probability [0.0012104 0.0157619 0.03512042 0.05975504 0.09007126 0.12639944 0.16898506 0.21798098 0.27344182 0.33532072]
Code # 3: Graphic representation
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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
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Exit: