Conditional Probability: Bayes’ Theorem – Disease Testing (Table and Formula)
This video shows how to determine conditional probability using a table and using Bayes' theorem. @mathipower4u
From playlist Probability
15a - Maximum likelihood estimator - short introduction
This video provides a short introduction to maximum likelihood estimation. If you are interested in seeing more of the material, arranged into a playlist, please visit: https://www.youtube.com/playlist?list=PLFDbGp5YzjqXQ4oE4w9GVWdiokWB9gEpm Also, check out: https://ben-lambert.com/econom
From playlist Bayesian statistics: a comprehensive course
Bayesian Linear Regression : Data Science Concepts
The crazy link between Bayes Theorem, Linear Regression, LASSO, and Ridge! LASSO Video : https://www.youtube.com/watch?v=jbwSCwoT51M Ridge Video : https://www.youtube.com/watch?v=5asL5Eq2x0A Intro to Bayesian Stats Video : https://www.youtube.com/watch?v=-1dYY43DRMA My Patreon : https:
From playlist Bayesian Statistics
A description of the syllabus that will be covered in this course on Bayesian statistics. If you are interested in seeing more of the material, arranged into a playlist, please visit: https://www.youtube.com/playlist?list=PLFDbGp5YzjqXQ4oE4w9GVWdiokWB9gEpm Unfortunately, Ox Educ is no m
From playlist Bayesian statistics: a comprehensive course
39 - The gamma distribution - an introduction
This video provides an introduction to the gamma distribution: describing it mathematically, discussing example situations which can be modelled using a gamma in Bayesian inference, then going on to discuss how its two parameters affect the shape of the distribution intuitively, and finall
From playlist Bayesian statistics: a comprehensive course
(ML 7.1) Bayesian inference - A simple example
Illustration of the main idea of Bayesian inference, in the simple case of a univariate Gaussian with a Gaussian prior on the mean (and known variances).
From playlist Machine Learning
25 - Bayesian inference in practice - Disease prevalence
This video provides an example of applied Bayesian inference, for the case of predicting the disease prevalence within a population. If you are interested in seeing more of the material, arranged into a playlist, please visit: https://www.youtube.com/playlist?list=PLFDbGp5YzjqXQ4oE4w9GVWd
From playlist Bayesian statistics: a comprehensive course
BaSTA - analyzing mortality in wild animals
Fernando Colchero, Owen Jones and Maren Rebke from the Max Plank Institute for Demographic Research in Rostock, Germany, exploring research on ageing and and how to deal with incomplete data. Therefore, they developed a new method of analysis they call BaSTA: Bayesian Survival Trajectory A
From playlist Most popular videos
Antonietta Mira: Big data for health: a Bayesian spatio-temporal analysis for predicting ...
Abstract: The term ‘Public Access Defibrillation’ (PAD) is referred to programs based on the placement of Automated External Defibrillators (AED) in key locations along cities’ territory together with the development of a training plan for users (first responders). PAD programs are conside
From playlist Probability and Statistics
Statistical Rethinking 2023 - 18 - Missing Data
Course: https://github.com/rmcelreath/stat_rethinking_2023 Intro music: https://www.youtube.com/watch?v=RSsstXfcRWw Icebear music: https://www.youtube.com/watch?v=0h9tC3FM9UI Outline 00:00 Introduction 05:18 Missing data in DAGs 19:42 Bayesian imputation part 1 33:34 Pause 34:30 Bayesian
From playlist Statistical Rethinking 2023
Bayesian vs frequentist statistics probability - part 1
This video provides an intuitive explanation of the difference between Bayesian and classical frequentist statistics. If you are interested in seeing more of the material, arranged into a playlist, please visit: https://www.youtube.com/playlist?list=PLFDbGp5YzjqXQ4oE4w9GVWdiokWB9gEpm Unfo
From playlist Bayesian statistics: a comprehensive course
Data Science Applications - Environment/Ecology: Professor Ruth King, University of Edinburgh
Bio Ruth King is the Thomas Bayes Chair of Statistics at the University of Edinburgh. She was awarded her PhD in 2001 from the University of Bristol. She then held positions at the Universities of Cambridge (PDRA; 2001-3) and St Andrews (lecturer 2003-10; reader 2010-15) before taking up
From playlist Data science classes
Making Statistics Accessible: Approaches to Missing Data
Sponsored by the Center for Interdisciplinary Research on AIDS (CIRA) at Yale University's Interdisciplinary Research Methods Core. The presenters are Russell Barbour, Ph.D., CIRA, and Eugenia Buta, Ph.D., CIRA and The Yale Center of Analytical Studies (YCAS).
From playlist Center for Interdisciplinary Research on AIDS
Statistical Rethinking Fall 2017 - week01 lecture01
Week 01, lecture 01 for Statistical Rethinking: A Bayesian Course with Examples in R and Stan, taught at MPI-EVA in Fall 2017. This lecture covers Chapters 1 and 2. Slides are available here: https://speakerdeck.com/rmcelreath Additional information on textbook and R package here: http
From playlist Statistical Rethinking Fall 2017
Statistical Learning: 8.6 Bayesian Additive Regression Trees
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
Statistical Rethinking 2023 - 02 - The Garden of Forking Data
Slides and other course materials at https://github.com/rmcelreath/stat_rethinking_2023 Pause music: https://www.youtube.com/watch?v=_tV5LEBDs7w Outline 00:00 Introduction 02:38 Generative model 08:42 The Garden of Forking Data 23:48 Bayesian updating 31:31 Probability 36:26 Testing 44:3
From playlist Statistical Rethinking 2023
36 - Population mean test score - normal prior and likelihood
This video provides an example of Bayesian inference for the case of a normal prior and normal likelihood. If you are interested in seeing more of the material, arranged into a playlist, please visit: https://www.youtube.com/playlist?list=PLFDbGp5YzjqXQ4oE4w9GVWdiokWB9gEpm Unfortunately,
From playlist Bayesian statistics: a comprehensive course
In-medium Properties of Heavy Quarks on the Lattice by Hiroshi Ohno
DISCUSSION MEETING EXTREME NONEQUILIBRIUM QCD (ONLINE) ORGANIZERS: Ayan Mukhopadhyay (IIT Madras) and Sayantan Sharma (IMSc Chennai) DATE & TIME: 05 October 2020 to 09 October 2020 VENUE: Online Understanding quantum gauge theories is one of the remarkable challenges of the millennium
From playlist Extreme Nonequilibrium QCD (Online)
40 - Poisson model: crime count example introduction
This video provides an introduction to a use of Bayesian inference with a Poisson likelihood function, which we will use for the next few videos to examine the posterior distribution, as well as the prior and posterior predictive distributions, when a gamma prior is assumed. If you are in
From playlist Bayesian statistics: a comprehensive course
Kerrie Mengersen: Bayesian Modelling
Abstract: This tutorial will be a beginner’s introduction to Bayesian statistical modelling and analysis. Simple models and computational tools will be described, followed by a discussion about implementing these approaches in practice. A range of case studies will be presented and possibl
From playlist Probability and Statistics