About This Course
In this course, we'll focus on advanced variations of linear models with R programming. You'll master data handling and manipulation to develop your skills in conceptualizing problems, identifying appropriate tools and validating meaningful results. You'll become familiar with a variety of R visualization package options, such as histograms, mapping and assessing model fit. You'll learn best practices in analysis process and how to generate reproducible analyses.
What You'll Learn
- Generalized linear models
- Additive models and hierarchical modeling
- Spatial modeling
- Model selection and evaluation
- Data visualization, mapping and plotting using packages
- Streamlined data analysis process
