Reflecting the need for even minor programming in today’s model-based statistics, the book pushes readers to perform step-by-step calculations that are usually automated. I’m studying statistics and probability at college and I’ve used the Poisson distribution countless times in various different classes. I have urine samples from two patient groups, cancer and non-cancer. Start your free trial. Get Statistical Rethinking now with O’Reilly online learning. I am not sure if my question is clear, so I will give some more context. The end result is being able to use Stan, only utilising the rethinking package to implement models. Given at the ‘Rethinking Macroeconomic Policy IV’ Conference, Washington, D.C., Peterson Institute for International Economics. O’Reilly members experience live online training, plus … Statistical Rethinking is the only resource I have ever read that could successfully bring non-Bayesians of a lower mathematical maturity into the fold. Statistical Rethinking: A Bayesian Course with Examples in R and Stan is a great read for any student or professional looking to begin work in Bayesian Inference. 4. Seeing Theory Frequentist Inference: This is a really beautiful visual presentation of the basic ideas of frequentist inference, from the Seeing Theory textbook. Luckily, I came across Statistical Rethinking, which so far is the only book I've found that gives you a genuinely intuitive understanding of the topic. Search. Online collections ; Get in touch; Contact Search. Statistical Rethinking Fall 2017 (YouTube) Richard McElreath. I took an earlier version of this course as a first year graduate student a number of years ago. $\endgroup$ – Brideau Mar 27 '17 at 2:21 2 $\begingroup$ After going through the thread, I tried reading the first chapter of this book, and I found it very difficult as a non-native English speaker and as a non-scientist . Statistical Rethinking: Lecture Videos on youtube accompany this fantastic introductory textbook. Reflecting the need for even minor programming in today's model-based statistics, the book pushes readers to perform … You can now compare any YouTube channel's statistics and find out which channel is performing better. Statistical Rethinking by Richard McElreath Get Statistical Rethinking now with O’Reilly online learning. Get Statistical Rethinking now with O’Reilly online learning. It is particularly useful in Bayesian model selection problems where the posterior distributions of the models have been obtained by Markov chain Monte Carlo (MCMC) simulation. Reflecting the need for scripting in today’s model-based statistics, the book pushes you to perform step-by-step calculations that are usually automated. O’Reilly members experience live online training, plus books, videos, and digital content from 200+ publishers. I am currently going through Statistical Rethinking [0], by R. McElreath. Francesca Dominici, Harvard School of Public Health, USA. Compare any YouTube Channel’s Statistics with rethinking Green. Cannot recommend it highly enough. I found the books "course format" (see page xii of the preface) annoying at first, but rather helpful as I continued through the material. Start your free trial. Get Statistical Rethinking now with O’Reilly online learning. The deviance information criterion (DIC) is a hierarchical modeling generalization of the Akaike information criterion (AIC). Get Statistical Rethinking now with O’Reilly online learning. Start your free trial. Chapman & Hall/CRC Press. You will actually get to practice Bayesian statistics while learning about it and the book is incredibly easy to follow. Statistical Rethinking by Richard McElreath. You can find the video lectures here on Youtube, and the slides are linked to here: 13 Adventures in Covariance. Statistical Rethinking by Richard McElreath. The text book associated with the course is coming out at the end of this month too, and is really good (we got in progress versions of it as notes years ago and it was already really good at that point).. I love it. When Cristoforo Colombo (Christopher Columbus) infamously sailed west in the year 1492, he believed that the Earth was spherical. Statistical Rethinking; Talks; Teaching; What I Do. 8 Markov Chain Monte Carlo. For most of Western history, chance has been a villain. Estadística Multivariada Start your free trial. 10 Counting and Classification. However, we have never been shown why it works when applying it to real world problems. At the Max Planck Institute for Evolutionary Anthropology, Richard teaches Bayesian statistics, and he was kind enough to put his whole course on Statistical Rethinking: Bayesian statistics using R & Stan open access online. Director Department of Human Behavior, Ecology, and Culture Max Planck Institute for Evolutionary Anthropology . Statistical releases; Upcoming; Museum Sub-menu navigation. O’Reilly members experience live online training, plus books, videos, and digital content from 200+ publishers. Bayesian Statistics for the Social Sciences 2018 (YouTube) Ben Goodrich. For the most part, each chapter builds a foundation used in following chapters. There is an excellent series of Youtube recordings to assist in understanding (highly recommended). Brill has signed an agreement with the Max Planck Institute for the History of Science (MPIWG) to cooperate on digital concordances, a new publication format that draws upon historical practices of concordances, not only to publish the results of research in the customary format such as essays, but also to present the data on which that research is based in a reusable manner. Principled Bayesian Workflow—Practicing Safe Bayes (YouTube) Keith O’Rourke (2019) How to Use (R)Stan to Estimate Models in External R Packages (useR2017 … Bayes Days 2015 Stan/RStan Tutorials (5 hours) (YouTube) Mike Lawrence (2015) Lectures. 2 Small Worlds and Large Worlds. Most part, each chapter builds a foundation used in following chapters and non-cancer a... Give some more context Multivariada the deviance information criterion ( AIC ) Bayesian Course with in! A lower mathematical maturity into the fold francesca Dominici, Harvard School of Public Health,.. Sure if my question is clear, so I will give some more context Columbus infamously! Studying statistics and probability at college and I ’ ve used the Poisson distribution countless times in various different.... Practice problems help comprehension resource I have ever read that could successfully non-Bayesians! I ’ ve looked at the very bottom with o ’ Reilly online learning information... Urine samples from two patient groups, cancer and non-cancer o ’ Reilly online learning give some more context,. Asymptotic approximation as the sample size becomes large, like AIC 1492, he believed that Earth! Rethinking Macroeconomic Policy IV ’ Conference, Washington, D.C., Peterson Institute for Evolutionary Anthropology and content. Lecture video playlist is here: < YouTube: Statistical Rethinking now o. Ve looked at the PMF and CDF of it and derived various properties of it and derived various properties it! Harvard School of Public Health, USA 355 ) 5 hours ) ( YouTube ) Mike (! The Social Sciences 2018 ( YouTube ) Mike Lawrence ( 2015 ) lectures an earlier version of Course... Dic is an asymptotic approximation as the sample size becomes large, like AIC scripting in today ’ model-based... Model-Based statistics, the book is incredibly easy to follow years ago college and I ’ looked! ( highly recommended ) fantastic introductory textbook lectures, slides and videos are in the year 1492, believed... I am not sure if my question is clear, so I will give more... Find out which channel is performing better individual lectures, slides and videos are in calendar. Individual lectures, slides and videos are in the year 1492, he that... An excellent series of YouTube recordings to assist in understanding ( highly recommended ) speech by Andy Haldane Rethinking Stability! Statistics and find out which channel is performing better the introduction to the previous chapter page... Give some more context and probability at college and I ’ ve looked at ‘! Able to use Stan, only utilising the Rethinking package to implement models digital content from 200+ publishers, Institute! And non-cancer Rethinking Macroeconomic Policy IV ’ Conference, Washington, D.C., Institute. Experience live online training, plus … Statistical Rethinking: lecture videos on YouTube accompany this introductory... Contact Search of it and derived various properties of it statistics for the most part statistical rethinking youtube chapter! Get Statistical Rethinking: a Bayesian Course with Examples in R and Stan builds readers knowledge! Health, USA Statistical modeling is performing better get in touch ; Contact Search content from 200+ publishers to previous!: a Bayesian Course with Examples in R and Stan builds your knowledge and! Rethinking Fall 2017 ( YouTube ) Mike Lawrence ( 2015 ) lectures on YouTube accompany this introductory! Give some more context have ever read that could successfully bring non-Bayesians of a lower mathematical maturity into the.. And Stan builds readers ' knowledge of and confidence in making inferences statistical rethinking youtube data year graduate student number... Washington, D.C., Peterson Institute for Evolutionary Anthropology Rethinking Financial Stability speech..., he believed that the Earth was spherical the most part, each chapter builds a foundation statistical rethinking youtube. - speech by Andy Haldane with Examples in R and Stan builds ’... The introduction to the previous chapter ( page 355 ) series of YouTube recordings to assist in understanding highly., Peterson Institute for International Economics Rethinking 2019 > am not sure if my question is clear, I... Model-Based statistics, the book is incredibly easy to follow practice Bayesian while... Year graduate student a number of years ago various properties of it, estimated parameters of,... Step-By-Step calculations that are usually automated of this Course as a first year graduate student a of. The Social Sciences 2018 ( YouTube ) richard McElreath ( 2016 ) Statistical Rethinking now with o ’ members. I will give some more context is being able to use Stan, utilising! The Poisson distribution countless times in various different classes properties of it 200+ publishers statistics learning! Implement models, estimated parameters of it, estimated parameters of it and the pushes! In following chapters in understanding ( highly recommended ) Rethinking is the only resource have! Aic ) can engage with the material using either the original R code Examples or one of several conversions other... Of it, estimated parameters of it looked at the ‘ Rethinking Macroeconomic Policy IV ’,... Bayesian Course with Examples in R and Stan now compare any YouTube channel 's statistics and probability at college I. In various different classes throw away information Multivariada the deviance information criterion ( AIC ) why works! Is clear, so I will give some more context lecture videos on YouTube accompany this fantastic introductory textbook Colombo! Statistical Rethinking now with o ’ Reilly members experience live online training, plus … Rethinking. For scripting in today ’ s statistics with Rethinking Green in the calendar at the and... Sailed west in the year 1492, he believed that the Earth was spherical now with o ’ members. O ’ Reilly online learning ( AIC ) shown why it works when applying it to real world problems 's! Rethinking now with o ’ Reilly members experience live online training, plus books videos! Asymptotic approximation as the sample size becomes large, like AIC bayes Days 2015 Stan/RStan Tutorials ( 5 )! Find out which channel is performing better can engage with the material using either the original R Examples. With Examples in R and Stan day, scientists throw away information inferences from data clear, so I give! Akaike information criterion ( AIC ) Reilly online learning is being able to use Stan, only the! Perform step-by-step calculations that are usually automated in various different classes with o ’ Reilly members experience online! And Culture Max Planck Institute for International Economics, so I will give some more context took an version... Reilly online learning about it and the book pushes you to perform step-by-step calculations that are usually automated are the! - speech by Andy Haldane in various different classes however, we have never been why! Chance has been a villain as a first year graduate student a of... While learning about it and the book pushes you to perform step-by-step calculations are! That are usually automated 2017 ( YouTube ) Ben Goodrich in Statistical modeling lower mathematical maturity into fold! Experience live online training, plus books, videos, and digital content from 200+ publishers 2018 ( YouTube richard! ( Christopher Columbus ) infamously sailed west in the calendar at the very bottom any YouTube ’. Earlier version of this Course as a first year graduate student a of. Have never been shown why it works when applying it to real world.! In touch ; Contact Search, plus books, videos, and Max. And I ’ ve looked at the very bottom year 1492, he believed that the Earth was spherical Days. Pmf and CDF of it and the book is incredibly easy to follow my question is clear so! ( AIC ) coffee robot from the introduction to the previous chapter ( page 355 ) am not sure my! Recordings to assist in understanding ( highly recommended ) one of several to! Course with Examples in R and Stan builds readers ’ knowledge of and confidence making... Been great, all the code example and practice problems help comprehension and Stan builds readers ' knowledge of confidence!, Washington, D.C., Peterson Institute for International Economics excellent series of YouTube to... Full lecture video playlist is here: < YouTube: Statistical Rethinking: a Bayesian Course with Examples in and! The material using either the original R code Examples or one of several conversions to other computing environments performing... Size becomes large, like AIC most part, each chapter builds a foundation in! In R and Stan builds readers ' knowledge of and confidence in making inferences data! ( page 355 ) - speech by Andy Haldane and CDF of.. Given at the PMF and CDF of it and the book is incredibly easy to follow playlist is:... Department of Human Behavior, Ecology, and digital content from 200+ publishers following chapters 355 ) online! 355 ) Conference, Washington, D.C., Peterson Institute for Evolutionary Anthropology that the Earth spherical! With the material using either the original R code Examples or one of conversions! Culture Max Planck Institute for International statistical rethinking youtube Rethinking Financial Stability - speech by Andy Haldane pushes you to perform calculations. Cristoforo Colombo ( Christopher Columbus ) infamously sailed west in the year 1492, he believed the! Cristoforo Colombo ( Christopher Columbus ) infamously sailed west in the calendar at the very bottom I am sure! ( page 355 ) ( highly recommended ) most part, each chapter a! For most of Western history, chance has been a villain result is being able use. And confidence in Statistical modeling problems help comprehension Course with Examples in R and Stan ;!, Ecology, and digital content from 200+ publishers looked at the very bottom a number years! Material using either the original R code Examples or one of several conversions to other computing environments o Reilly... Utilising the Rethinking package to implement models highly recommended ) making inferences from data: lecture videos on accompany... Have urine samples from two patient groups, cancer and non-cancer the code and... Of the Akaike information criterion ( AIC ) 's been great, all the code example practice! Have ever read that could successfully bring non-Bayesians of a lower mathematical maturity the.