Understanding Poisson Distribution

Understanding Poisson Distribution

What is Poisson distribution? The Poisson Distribution is a type of probability distribution that is used to model the number of events occurring in a fixed interval of time or space. What describes a Poisson distribution? Discrete events: Poisson distribution applies to situations where evets are countable and they occur independently of each other, meaning … Read more

Binomial distribution

Understanding Binomial Distribution

What is Binomial Distribution? The binomial distribution is a probability distribution that is used in situations where there are two possible outcomes in a series of events or in a series of independent trials, it describes the likelihood of getting a certain result in those trials. to understand better, imagine flipping a coin 100 times, … Read more

Understanding Normal Distribution and Random Variable

normal distribution

Before we dig into understanding normal distribution, we should first take a look at what distribution is? What is distribution? Distribution is a function that describes how the values of a variable are spread throughout the dataset. It reveals the possibility or frequency of each possible value occurring. For example, Imagine measuring the heights of … Read more