Comprehensive course analysis
About the course
In this course, we'll focus on advanced linear models and extensions with advanced R programming. You'll master data handling and manipulation and develop your skills in conceptualizing problems, identifying appropriate tools and validating meaningful results. Leverage your skill in linear modeling for a variety of more advanced modeling frameworks. Generate reproducible analyses and create your own Shiny web apps. Utilize ggplot2 to create advanced graphics.
WHAT YOU'LL LEARN
- Generalized linear models and additive models
- Multivariate regression and model selection
- Simulation techniques for model evaluation
- Multilevel/hierarchical modeling
- Streamlined data manipulation
Laura Skrip is a postdoctoral research scientist with the Institute for Disease Modeling, where she implements behavior-epidemiologic transmission models with a focus on emerging infectious diseases in humanitarian settings. Her projects have involved not only mathematical modeling and statistica...
Read more about Business Analytics
Because of COVID-19, many providers are cancelling or postponing in-person programs or providing online participation options.
We are happy to help you find a suitable online alternative.