![]() ![]() ![]() Method 1: Using the in-built () function (requires numpy package to be installed) import numpy as np.There are more than one way to generate this. First generate a vector of randomly distributed random numbers of sufficient length (say 100000) with some valid values for μ and σ. For this demonstration, we will consider the normal random variable with the following parameters : μ – mean and σ – standard deviation. Step 1: Generate random samplesĪ survey of commonly used fundamental methods to generate a given random variable is given in. Normal random variable is considered here for illustration. Let’s see how we can generate a simple random variable, estimate and plot the probability density function (PDF) from the generated data and then match it with the intended theoretical PDF. Generation of random variables with required probability distribution characteristic is of paramount importance in simulating a communication system. Key focus: Shown with examples: let’s estimate and plot the probability density function of a random variable using Python’s Matplotlib histogram function. ![]()
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