GitHub

bernoulli_random_variable.md

**Definition** We say a discrete random variable $$\mathbb{X}$$ is a Bernoulli random variable with parameter $$p$$, or has a Bernoulli distribution with parameter ...
GitHub

the-np.random-module-and-bernoulli-trials.md

def perform_bernoulli_trials(n, p): """Perform n Bernoulli trials with success probability p and return number of successes.""" # Initialize number of successes: n_success n_success = 0 # Perform ...
Scientific Research Publishing

Distribution of Geometrically Weighted Sum of Bernoulli Random Variables ()

A new class of distributions over (0,1) is obtained by considering geometrically weighted sum of independent identically distributed (i.i.d.) Bernoulli random variables. An expression for the ...
IEEE

Dynamic Programming Approach of Optimal Upgradation Algorithm for an Auxiliary Random Variable of a Bernoulli Random Variable

Abstract: This study considers a problem of finding an optimal approximation of conditional information measures, like the conditional entropy, of a Bernoulli random variable (RV) given an auxiliary ...
IEEE

A Novel Robust Kalman Filter Based on Normal-Bernoulli Distribution for Non-Stationary Heavy-Tailed Measurement Noise

Abstract: In this paper, the state estimation problem with non-stationary heavy-tailed measurement noise (NHMN) is considered. The mixture of two Gaussian distributions, with a Bernoulli random ...