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Probability distributions
Constructing probability distribution for random variables
Read more at Analytics Vidhya | Find similar documentsStatistical Distributions
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…
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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…
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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…
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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...
Read more at Think Bayes | Find similar documentsUnivariate Discrete Distributions: An Easy-to-Understand Explanation
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...
Read more at Towards Data Science | Find similar documentsDiscrete Probability Distributions with R
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…
Read more at Towards AI | Find similar documentsThe 5 discrete distributions every Data Scientist should know
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…...
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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…
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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…
Read more at Python in Plain English | Find similar documentsStatistics 101- Part 2- Probability Distributions, Types, and Applications
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...
Read more at Towards AI | Find similar documents7 Types of Discrete Probability Distributions and Their Applications in R
7 types of Discrete Probability Distributions clearly explained in 10 minutes. (With code in R)!
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It is customary to refer to the raw numbers as data and the output of data analysis as information. You start with the data, and you hope to end with information that an organization can use for…
Read more at Analytics Vidhya | Find similar documentsRandom Variables and Probability Distributions
Master the random variables and probability distributions and crack your next Data Science Interview with the third part of our Statistics Cheat Sheet series Photo by Naser Tamimi on Unsplash Random ...
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Now that we have learned how to work with probability in both the discrete and the continuous setting, let’s get to know some of the common distributions encountered. Depending on the area of machine ...
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Last Updated on November 14, 2019 Probability can be used for more than calculating the likelihood of one event; it can summarize the likelihood of all possible outcomes. A thing of interest in probab...
Read more at Machine Learning Mastery | Find similar documentsDifferent Probability Distributions Part 2
Now we will see the Continuous variable distributions whereas in part 1 we saw the discrete distributions. In continuous distributions the point probability is equal to “0” and some of the…
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Beginner Stats, Fundamental Concepts, Bernoulli Distribution Continue reading on Towards Data Science
Read more at Towards Data Science | Find similar documentsBinomial And Poisson Distribution
It is a discrete distribution and describes success or failure of an event. e.g:- In an examination student can either pass or fail , if a coin is tossed it gives either head or tail. In other word…
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An intuitive and comprehensive guide to probability distributions Continue reading on Towards Data Science
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Part 5: Statistics Series Hello, welcome back to the statistics series. I know this is the statistics series for data science and I am talking about a probability distribution, which may sound odd to ...
Read more at Python in Plain English | Find similar documentsUnderstanding Different Kinds of Distributions in Statistics
Statistics is a powerful tool for making sense of data, and at its core lies the concept of distributions. Distributions in statistics help us comprehend the way data is spread out, providing crucial ...
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In this tutorial you'll learn all about **histograms** and **density plots**. Set up the notebook As always, we begin by setting up the coding environment. (_This code is hidden, but you can un-hide i...
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2.1 Histograms One of the best ways to describe a variable is to report the values that appear in the dataset and how many times each value appears. This description is called the distribution of the ...
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