ONLINE COURSE – Introduction To Mixed Models Using R And Rstudio (IMMR09)
https://www.prstats.org/course/introduction-to-mixed-models-using-r-and-rstudio-immr09/ Use discount code 'JAN25' to make the most of our Jan sale worth 20% off all courses 11th - 13th march 2025 Instructor - Dr. Rafael De Andrade Moral COURSE OVERVIEW: This course provides a comprehensive practical and theoretical introduction to multilevel models, also known as hierarchical or mixed effects models. We will focus primarily on multilevel linear models, but also cover multilevel generalized linear models. Likewise, we will also describe Bayesian approaches to multilevel modelling. We will begin by focusing on *random effects* multilevel models. These models make it clear how multilevel models are in fact models of models. In addition, random effects models serve as a solid basis for understanding mixed effects, i.e. fixed and random effects, models. In this coverage of random effects, we will also cover the important concepts of statistical shrinkage in the estimation of effects, as well as intraclass correlation. We then proceed to cover linear mixed effects models, particularly focusing on varying intercept and/or varying slopes regression models. We will then cover further aspects of linear mixed effects models, including multilevel models for nested and crossed data data, and group level predictor variables. Towards the end of the course we also cover generalized linear mixed models (GLMMs), how to accommodate overdispersion through individual-level random effects, as well as Bayesian approaches to multilevel levels using the brms R package. Please email oliverhoo...@prstatistics.com with any questions. January *ONLINE COURSE – Using Google Earth Engine in Ecological Studies (GEEE01) This course will be delivered live* <https://www.prstats.org/course/using-google-earth-engine-in-ecological-studies-geee01/> *ONLINE COURSE – Time Series Analysis and Forecasting using R and Rstudio (TSAF01) This course will be delivered live* <https://www.prstats.org/course/time-series-analysis-and-forecasting-using-r-and-rstudio-tsaf01/> February *ONLINE COURSE – Machine Vision using Python (MVUP01) This course will be delivered live* <https://www.prstats.org/course/machine-vision-using-python-mvup01/> *ONLINE COURSE – Machine Learning using Python (MLUP01) This course will be delivered live* <https://www.prstats.org/course/machine-learning-using-python-mlup01/> ONLINE COURSE – Species Distribution Modelling With Bayesian Statistics Using R (SDMB06) This course will be delivered live <https://www.prstats.org/course/online-course-species-distribution-modelling-with-bayesian-statistics-using-r-sdmb06/> *ONLINE COURSE – Remote sensing data analysis and coding in R for ecology (RSDA01) This course will be delivered live* <https://www.prstats.org/course/remote-sensing-data-analysis-and-coding-in-r-for-ecology-rsda01/> ONLINE COURSE – Introduction to generalised linear models using R and Rstudio (IGLM08) This course will be delivered live <https://www.prstats.org/course/introduction-to-generalised-linear-models-using-r-and-rstudio-iglm08/> *ONLINE COURSE – Community Analytics in Ecology and Evolutionary Biology for Beginners (CAFB01) This course will be delivered live* <https://www.prstats.org/course/community-analytics-in-ecology-and-evolutionary-biology-for-beginners-cafb01/> March ONLINE COURSE – Introduction To Mixed Models Using R And Rstudio (IMMR09) This course will be delivered live <https://www.prstats.org/course/introduction-to-mixed-models-using-r-and-rstudio-immr09/> ONLINE COURSE – Stable Isotope Mixing Models using SIBER, SIAR, MixSIAR (SIMM11) This course will be delivered live <https://www.prstats.org/course/online-course-stable-isotope-mixing-models-using-siber-siar-mixsiar-simm11/> ONLINE COURSE – Multivariate Analysis Of Ecological Communities Using R With The VEGAN package (VGNR07) This course will be delivered live <https://www.prstats.org/course/multivariate-analysis-of-ecological-communities-using-r-with-the-vegan-package-vgnr07/> May ONLINE COURSE – Movement Ecology Using R(MOVE07) This course will be delivered live <https://www.prstats.org/course/movement-ecology-using-rmove07/> June *ONLINE COURSE – Tidyverse for Ecologists and Evolutionary Biologists (TIDY01) This course will be delivered live* <https://www.prstats.org/course/online-course-tidyverse-for-ecologists-and-evolutionary-biologists-tidy01-this-course-will-be-delivered-live/> -- Oliver Hooker PhD. PR stats To unsubscribe from this list please go to https://community.esa.org/confirm/?u=RhPWqPxFwODKvbkiT32nkIqRrsiSgulp
