Basics of Non-Life Pricing in R (R5)
Explore building a technical tariff through GLMs in R to learn the basics of non-life pricing using data science techniques through interactive Jupyter Notebooks. £300 once-off fee: 3 months' access.
Video 1.1: Introduction to risk classification & From linear to GLM
Slides 1.1: Introduction to risk classification & From linear to GLM
Quiz 1.1
Video 1.2: Poisson regression for claim counts
Slides 1.2: Poisson regression for claim counts
Quiz 1.2
Video 1.3: Gamma and logistic regression
Slides 1.3: Gamma and logistic regression
Quiz 1.3
Live Lesson: Practical difficulties with GLM
Recording: Practical difficulties with GLM lesson
Slides: Practical difficulties with GLM
Example: Poisson, Gamma and logistic regressions with R
Hands-on Case Study: Developing a new technical tariff (downloadable)
Submission: Developing a new technical tariff
Blank R Notebook (Optional)
Introducing R and Rstudio
A User Guide For Jupyter Notebooks
RStudio Helpful Guide (Ref 1)
Data Importing Helpful Guide (Ref 2)
dplyr Helpful Guide (Ref 3 )
ggplot Helpful Guide (Ref 4)
List of Relevant Resources from the Resource Library