Probability Distributions: Discrete, Continuous, Normal Distribution, Binomial, Poisson, Exponential & Applications

Bernoulli Distribution - Complete Guide

Feb 11, 2026
STATISTICS

Introduction A Bernoulli trial or Bernoulli experiment is a random experiment with exactly two mutually exclusive outcomes: “Success” and “Failure”...

4 min Read

Binomial Distribution - Complete Guide

Feb 11, 2026
STATISTICS

Introduction Binomial distribution is one of the most important discrete distributions in statistics. It models the number of successes in...

5 min Read

Exponential Distribution: Complete Guide with Theory, Properties, and Examples

Feb 11, 2026
STATISTICS

Introduction to Exponential Distribution The exponential distribution is a continuous probability distribution used to model the time between events in...

9 min Read

Gamma Distribution: Complete Guide with Theory, Properties, and Examples

Feb 11, 2026
STATISTICS

Introduction to Gamma Distribution The gamma distribution is a versatile continuous probability distribution used to model a wide variety of...

8 min Read

Geometric Distribution: Complete Guide

Feb 11, 2026
STATISTICS

Introduction The geometric distribution is used to model situations where we are interested in finding the probability of number of...

7 min Read

Hypergeometric Distribution: Complete Guide

Feb 11, 2026
STATISTICS

Hypergeometric Experiment A hypergeometric experiment is an experiment which satisfies each of the following conditions: The population or set to...

6 min Read

Log-Normal Distribution: Complete Guide with Theory, Properties, and Examples

Feb 11, 2026
STATISTICS

Introduction to Log-Normal Distribution The log-normal distribution is a continuous probability distribution of a random variable whose logarithm follows a...

10 min Read

Negative Binomial Distribution: Complete Guide

Feb 11, 2026
STATISTICS

Introduction The negative binomial distribution is based on an experiment which satisfies the following three conditions: An experiment consists of...

7 min Read

Normal Distribution: Complete Guide with Theory and Examples

Feb 11, 2026
STATISTICS

Introduction to Normal Distribution The normal distribution, also known as the Gaussian distribution, is one of the most fundamental and...

9 min Read

Poisson Distribution: Complete Guide

Feb 11, 2026
STATISTICS

Poisson Distribution The Poisson distribution is one of the most important discrete probability distributions in statistics. It helps describe the...

9 min Read

Uniform Distribution: Complete Guide

Feb 11, 2026
STATISTICS

Introduction to Uniform Distribution The uniform distribution is one of the simplest probability distributions where all values within a specified...

8 min Read

Weibull Distribution: Complete Guide with Theory, Properties, and Examples

Feb 11, 2026
STATISTICS

Introduction to Weibull Distribution The Weibull distribution is one of the most widely used continuous probability distributions in reliability engineering,...

8 min Read