Learn when and how to use mapply for applying functions with multiple varying arguments. This guide shows practical examples of processing data when you need to pair multiple inputs element-wise.

Learn how to use apply-functions in R to read multiple files efficiently. This guide covers the basics of using sapply and lapply to iterate over files quickly, eliminating the need for loops.

Learn to replace loops with vectorized apply functions in R for efficient data manipulation. This guide covers converting loops to functions using sapply and mapply, enhancing your programming skills by making code more readable and less error-prone.