Statistics : Probability Distribution Tutorials

Normal Approximation to Binomial Distribution

Apr 4, 2024
STATISTICS

Normal Approximation to Binomial Distribution Let $X$ be a binomially distributed random variable with number of trials $n$ and probability...

3 min Read

Beta Type I Distribution

Feb 20, 2024
STATISTICS

Beta Type I Distribution A continuous random variable $X$ is said to have a beta type I distribution with parameters...

3 min Read

Bernoulli Distribution

Feb 20, 2024
STATISTICS

Introduction In the theory of probability and statistics, a Bernoulli trial or Bernoulli Experiment is a random experiment with exactly...

4 min Read

Beta Type I Distribution Examples

Feb 20, 2024
STATISTICS

Definition of Beta Type I Distribution A continuous random variable $X$ is said to have a beta type I distribution...

3 min Read

Beta Type II Distribution

Feb 20, 2024
STATISTICS

Beta Type II Distribution A continuous random variable $X$ is said to have a beta type II distribution with parameters...

3 min Read

Beta Type II Distribution Examples

Feb 20, 2024
STATISTICS

Beta Type II Distribution A continuous random variable $X$ is said to have a beta type II distribution with parameters...

1 min Read

Binomial Distribution

Feb 20, 2024
STATISTICS

Introduction Binomial distribution is one of the most important discrete distribution in statistics. In this tutorial we will discuss about...

7 min Read

Cauchy Distribution

Feb 20, 2024
STATISTICS

Cauchy Distribution A continuous random variable $X$ is said to follow Cauchy distribution with parameters $\mu$ and $\lambda$ if its...

8 min Read

Cauchy Distribution Examples

Feb 20, 2024
STATISTICS

Cauchy Distribution A continuous random variable $X$ is said to follow Cauchy distribution with parameters $\mu$ and $\lambda$ if its...

1 min Read

Chebyshev Inequality Rule

Feb 20, 2024
STATISTICS

Chebyshev’s Inequality Chebyshev’s Theorem If $g(x)$ is a non-negative function and $f(x)$ be p.m.f. or p.d.f. of a random variable...

4 min Read

Chebyshev Inequality Rule Examples

Feb 20, 2024
STATISTICS

Chebyshev’s Inequality Let $X$ be a random variable with mean $\mu$ and finite variance $\sigma^2$. Then for any real constant...

3 min Read

Continuous Uniform Distribution

Feb 20, 2024
STATISTICS

Continuous Uniform Distribution A random variable has a uniform distribution if each value of the random variable is equally likely...

4 min Read