Discrete distributions | Factorial and binomial topics
In probability theory and statistics, the Poisson binomial distribution is the discrete probability distribution of a sum of independent Bernoulli trials that are not necessarily identically distributed. The concept is named after Siméon Denis Poisson. In other words, it is the probability distribution of thenumber of successes in a collection of n independent yes/no experiments with success probabilities . The ordinary binomial distribution is a special case of the Poisson binomial distribution, when all success probabilities are the same, that is . (Wikipedia).
Short Introduction to the Poisson Distribution
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From playlist Statistics
Statistics - 5.3 The Poisson Distribution
The Poisson distribution is used when we know a mean number of successes to expect in a given interval. We will learn what values we need to know and how to calculate the results for probabilities of exactly one value or for cumulative values. Power Point: https://bellevueuniversity-my
From playlist Applied Statistics (Entire Course)
Definition of a Poisson distribution and a solved example of the formula. 00:00 What is a Poisson distribution? 02:39 Poisson distribution formula 03:10 Solved example 04:22 Poisson distribution vs. binomial distribution
From playlist Probability Distributions
Statistics: Intro to the Poisson Distribution and Probabilities on the TI-84
This video defines a Poisson distribution and then shows how to find Poisson distribution probabilities on the TI-84.
From playlist Geometric Probability Distribution
The Poisson is a classic distribution used in operational risk. It often fits (describes) random variables over time intervals. For example, it might try to characterize the number of low severity, high frequency (HFLS) loss events over a month or a year. It is a discrete function that con
From playlist Statistics: Distributions
OCR MEI Statistics 2 2.01 Introducing the Poisson Distribution
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From playlist [OLD SPEC] TEACHING OCR MEI STATISTICS 2 (S2)
Poisson Distribution Probability with Formula: P(x equals k)
This video explains how to determine a Poisson distribution probability by hand using a formula. http://mathispower4u.com
From playlist Geometric Probability Distribution
Poisson Distribution EXPLAINED!
http://www.zstatistics.com/videos/ 0:25 Quick rundown 2:15 Assumptions underlying the Poisson distribution 3:08 Probability Mass Function calculation 5:14 Cumulative Distribution Function calculation 6:29 Visualisation of the Poisson distribution 7:25 Practice QUESTION!
From playlist Distributions (10 videos)
OCR MEI Statistics Minor J: Poisson Distribution: 12 Approximating a Binomial
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From playlist OCR MEI Statistics Minor J: Poisson Distribution
OCR MEI Statistics 2 2.02 Approximating a Binomial Distribution with a Poisson Distribution
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From playlist [OLD SPEC] TEACHING OCR MEI STATISTICS 2 (S2)
38 - The Poisson distribution - an introduction - 2
This video provides an introduction to the Poisson distribution, providing a definition, discussing example situations which might be modelled adequately using this distribution, deriving its mean, providing simulations in Matlab which demonstrate its shape, discussing how it can be used t
From playlist Bayesian statistics: a comprehensive course
Saharon Rosset: "Statistical modeling of mutational processes"
Computational Genomics Summer Institute 2017 Tutorial: "Statistical modeling of mutational processes" Saharon Rosset, Tel Aviv University Institute for Pure and Applied Mathematics, UCLA July 14, 2017 For more information: http://computationalgenomics.bioinformatics.ucla.edu/
From playlist Computational Genomics Summer Institute 2017
S23.1 Poisson Versus Normal Approximations to the Binomial
MIT RES.6-012 Introduction to Probability, Spring 2018 View the complete course: https://ocw.mit.edu/RES-6-012S18 Instructor: John Tsitsiklis License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu
From playlist MIT RES.6-012 Introduction to Probability, Spring 2018
Discrete Probability Distributions (Binomial, Poisson, Hypergeometric) in Business Statistics (WK 9)
Description Building on probability, we now discover random variables and probability distributions, both of which are models for a population. We focus this week on discrete probability distributions, beginning with a simple table of random variables and probabilities. We then use mathema
From playlist Basic Business Statistics (QBA 237 - Missouri State University)
Mutation, Selection and Evolutionary Rescue in Simple Phenotype....(Lecture 1) by Guillaume Martin
PROGRAM FIFTH BANGALORE SCHOOL ON POPULATION GENETICS AND EVOLUTION (ONLINE) ORGANIZERS: Deepa Agashe (NCBS, India) and Kavita Jain (JNCASR, India) DATE: 17 January 2022 to 28 January 2022 VENUE: Online No living organism escapes evolutionary change, and evolutionary biology thus conn
From playlist Fifth Bangalore School on Population Genetics and Evolution (ONLINE) 2022
OCR MEI Statistics 2 3.04 Approximating a Binomial or Poisson with a Normal Distribution
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From playlist [OLD SPEC] TEACHING OCR MEI STATISTICS 2 (S2)
Statistical Learning: 4.8 Generalized Linear Models
Statistical Learning, featuring Deep Learning, Survival Analysis and Multiple Testing You are able to take Statistical Learning as an online course on EdX, and you are able to choose a verified path and get a certificate for its completion: https://www.edx.org/course/statistical-learning
From playlist Statistical Learning