We can use the following Python code to generate n random numbers from the exponential distribution. from scipy.stats import expon numbers = expon.rvs(size=10, loc=1, scale=2) print(numbers) Here, we are generating 10 random numbers from the exponential distribution....
We can use the following Python code to generate n random values from the Gaussian distribution. from scipy.stats import norm numbers = norm.rvs(size=10, loc=1, scale=2) print(numbers) Here, the argument size specifies that we are generating 10 numbers from the normal...
We can use the following Python code to generate n random values from the uniform distribution: from scipy.stats import uniform numbers = uniform.rvs(size=10, loc=-1, scale=1) print(numbers) Here, the size argument specifies that we are generating 10 random numbers...
What is a correlation matrix? A correlation matrix is a table that indicates the correlation coefficients between variables. For example, let’s say there are two random variables, X and Y. In that case, the correlation matrix of X and Y will indicate: $latex...
We often need to rank data in a non-parametric test. We can use the rankdata() function from the scipy.stats module to rank data. from scipy.stats import rankdata data = [1, 3, 2, 2, 5, 8, 10, 3, 4, 3, 10] ranks = rankdata(data) print("Data: ", data) print("Ranks: ",...
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