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December 2020


ONLINE COURSE – Bayesian hierarchical modelling using R (IBHM05) This course will be delivered live

4th December 2020 - 11th December 2020
Delivered remotely (United Kingdom), Western European Time, United Kingdom

Course Overview: This course will cover introductory hierarchical modelling for real-world data sets from a Bayesian perspective. These methods lie at the forefront of statistics research and are a vital tool in the scientist’s toolbox. The course focuses on introducing concepts and demonstrating good practice in hierarchical models. All methods are demonstrated with data sets which participants can run themselves. Participants will be taught how to fit hierarchical models using the Bayesian modelling software Jags and Stan through the R…

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ONLINE COURSE – Nonlinear Regression using Generalized Additive Models (GAMR01) This course will be delivered live

16th December 2020 - 17th December 2020
Delivered remotely (USA east), Eastern Daylight Time, MD United States

Course Overview: This course provides a general introduction to nonlinear regression analysis using generalized additive models. As anM introduction, we begin by covering practically and conceptually simple extensions to the general and generalized linear models framework using polynomial regression. We will then cover more powerful and flexible extensions of this modelling framework by way of the general concept of basis functions, which includes spline and radial basis functions. We then move on to the major topic of generalized additive models…

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