About this 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