Request a Callback

Advanced Object-oriented Programming In R: Stat... -

S3 is R’s original, informal OOP system. It is essentially a list with a "class" attribute.

S4 is a more formal version of S3, requiring explicit class definitions with "slots" and typed data. Advanced Object-Oriented Programming in R: Stat...

Managing stateful objects (like database connections, caches, or GUI widgets) and avoiding R’s usual copy-on-modify behavior. S3 is R’s original, informal OOP system

90% of R tasks, especially providing print() , summary() , or plot() methods for new data types. Pros: Minimal boilerplate; easy to learn; highly flexible. S3 is R’s original