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Understanding The Hypergeometric Distribution

Towards Data Science

Breaking down one of the less well-known distributions in data science Continue reading on Towards Data Science

Hypergeometric Distribution Explained With Python

Towards Data Science

With probability problems in a math class, the probabilities you need are either given to you or it is relatively easy to compute them in a straight-forward manner. But in reality, this is not the…

The Multinomial Probability Distribution

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A multinomial distribution is the probability distribution of the outcomes from a multinomial experiment. A multinomial experiment is a statistical experiment that has the following properties: The…

Fun with the Binomial Distribution

Towards Data Science

Everyone knows and loves the normal distribution. It is used in a huge variety of applications such as investment modeling, A/B testing, and manufacturing process improvement (six sigma). But people…

Understanding Multinomial Distribution using Python

Towards Data Science

The math and intuition behind the multinomial distribution Continue reading on Towards Data Science

Multinomial Distribution in R

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Introduction The multinomial distribution is a probability distribution that describes the probability of obtaining a specific number of counts for k different outcomes, when each outcome has a fixed ...

Statistics 101: the Binomial Distribution

Towards Data Science

Experiments consisting of a sequence of identical and independent trials resulting in one of two outcomes are known as binomial experiments. Examples of events that follow the binomial distribution…

Binomial distributions in practice

Towards Data Science

Any doubts about the binomial distribution? After reading, you will comfortably use the binomial distributions from both theoretical and practical perspectives.

The Poisson Distribution

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Mylie has been averaging 3 hits for every 10 times at bat. What is the probability that she will get exactly 2 hits in her next 5 times at bat? How do we go about calculating the probability of this…

Probability Distribution

Towards Data Science

I’m a data scientist for a mobile application. As a data scientist, you will often draw a random sample from the population to conduct experiments or analyses. With the random sample, you make…

The Bernoulli and Binomial Distributions

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The probability for a discrete random variable can be summarized with a discrete probability distribution. A discrete random variable is a random variable that can have one of a finite set of…

The Multinomial Distribution in R

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The post The Multinomial Distribution in R appeared first on Data Science Tutorials What do you have to lose?. Check out Data Science tutorials here Data Science Tutorials. The Multinomial Distributio...