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Beta Distribution — Intuition, Examples, and Derivation
The Beta distribution is a probability distribution on probabilities. For example, we can use it to model the probabilities: the Click-Through Rate of your advertisement, the conversion rate of…
Read more at Towards Data Science | Find similar documentsBeta Distributions: A Cornerstone of Bayesian Calibration
Hi there! Distributions may not seem like a complex concept at first glance, but they are incredibly powerful and fundamental in the world of data analysis and statistics. Think about it this way: if ...
Read more at Towards Data Science | Find similar documentsBeta Distributions
Somehow, in years of schooling, I’d never heard of beta distributions until I stumbled onto them on accident over at David Robinson’s blog, but they’ve quickly become one of my favorite…
Read more at Towards Data Science | Find similar documentsVisualizing Beta Distribution and Bayesian Updating
Beta distribution is one of the more esoteric distributions compared to Bernoulli, Binomial and Geometric distributions. This post supplements intuitive understanding with visual learning.
Read more at Towards Data Science | Find similar documentsOnce again, Beta Distribution
Long time ago I’ve been asked a question “Why is Beta distribution used in Bayes theorem” at an interview for Data Analyst position. At that time I’ve never heard of Beta Distribution therefore I…
Read more at Analytics Vidhya | Find similar documentsBeta Distribution Simply Explained
A concise and easy explanation of the Beta distribution. Continue reading on Towards Data Science
Read more at Towards Data Science | Find similar documentsDistributions
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 documentsStocks Market Beta with Rolling Regression
In finance, a measure of asset movements against the market is the market beta β. It is a popular measure of the contribution of stock to the risk of the market portfolio and that is why is referred…
Read more at Towards AI | Find similar documentsStatistical Distributions
A probability distribution is a mathematical function that provides the probabilities of the occurrence of various possible outcomes in an experiment. Probability distributions are used to define…
Read more at Towards Data Science | Find similar documentsHow the Beta distribution connects sorting and tossing coins
Say you have a coin and know nothing about the probability of heads. It’s reasonable to assume it’s distributed uniform between 0 and 1 (no reason to prefer any probability over any other since we…
Read more at Towards Data Science | Find similar documentsDistributions
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 ...
Read more at Dive intro Deep Learning Book | Find similar documentsBeta-divergence loss functions
Beta-divergence loss functions A plot that compares the various Beta-divergence loss functions supported by the Multiplicative-Update (‘mu’) solver in NMF .
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