March 2019
Beginner to intermediate
448 pages
13h 14m
English
Content preview from R Statistics Cookbook
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GLMs in JAGS
GLMs stand for Generalized Linear Models. It is a generalization of the linear model (that assumes normality) to other distributions of the so-called exponential family (the Gaussian one is also part of this family). This model formulation allows us to fit models using several responses for the dependent variable such as binary, categorical, count, and more. For example, logistic and Poisson regression are two models that are part of this family.
In this example, we will do Bayesian logistic regression (one type of GLM). This model is appropriate when modeling a categorical response that takes two possible values. Possible examples could be modeling whether a customer is going to buy a product or not, or a student is going to ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.