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Probability distributions

Analytics Vidhya

Constructing probability distribution for random variables

Statistical Distributions

Becoming Human: Artificial Intelligence Magazine

The normal distribution is the most important probability distribution in statistics because it fits many natural phenomena. In this article we will cover some distributions that I have found useful…

A Quick Look Into Probability Distributions

Analytics Vidhya

Probability Distribution : A probability Distribution shows the list of probabilities associated with each value or a range of values for a discrete or a continuous random variable. Based on the…

How to Think Probabilistically with Discrete Distributions

Towards Data Science

Say, you are looking at the average weight of 100 Olympic athletes. Based on this data alone, can you make valid assumptions about the mean weight of all Olympic athletes? You would probably say “I…

Distributions

Think Bayes

In the previous chapter we used Bayes’s Theorem to solve a cookie problem; then we solved it again using a Bayes table. In this chapter, at the risk of testing your patience, we will solve it one mor...

Univariate Discrete Distributions: An Easy-to-Understand Explanation

Towards Data Science

Do you know this feeling? You want to learn something new, but you don’t know where to start. This is how we felt when we wanted to understand distributions mathematically. Yes, our professor explaine...

Discrete Probability Distributions with R

Towards AI

In simpler terms, the probability distributions describe the random process (any phenomenon) in terms of probabilities. A random event is a random process to which we can never find the exact value…

The 5 discrete distributions every Data Scientist should know

Towards Data Science

Now coming from a non-statistical background, distributions always come across as something mystical to me. This post is about some of the most used discrete distributions that you need to know along…...

An Introduction to Discrete Distribution Function

Python in Plain English

Binomial Distribution: In probability theory and statistics, the binomial distribution is the discrete probability distribution that gives only two possible results in an experiment, either Success…

Probability Distributions with Python: Discrete & Continuous

Python in Plain English

There are several posts that could serve as context (as needed) for the concepts discuss in this post including these posts on: In this post, we’ll cover probability distributions. This is a broad…

Statistics 101- Part 2- Probability Distributions, Types, and Applications

Towards AI

Definition of the probability distribution, different types of distributions, their explanation, and applications Photo by Naser Tamimi on Unsplash This article is in continuation of Statistics 101-P...