Advanced Object-oriented Programming In R: Stat... May 2026

R6 (via the R6 package ) provides "classical" OOP similar to Java or C++.

90% of R tasks, especially providing print() , summary() , or plot() methods for new data types. Pros: Minimal boilerplate; easy to learn; highly flexible. Advanced Object-Oriented Programming in R: Stat...

Requires an external dependency; can lead to "non-idiomatic" R code if overused. 4. Reference Classes (RC): The Internal Alternative R6 (via the R6 package ) provides "classical"

Strict type checking; multiple dispatch (methods can choose logic based on multiple arguments). Cons: High "ceremony" and steep learning curve. 3. R6: The Modern Powerhouse especially providing print()

Advanced Object-Oriented Programming in R: Strategic Selection