Return values in R Programming - Cheat Sheet & Quick Revision

Recall & Review

beginner

What is a return value in R functions?

A return value is the result that a function sends back after it finishes running. It is what you get when you call the function.

beginner

How do you explicitly return a value from a function in R?

You use the return() function inside your function to send back a specific value.

beginner

What happens if you do not use return() in an R function?

R automatically returns the last evaluated expression in the function, even if you don't use return().

intermediate

Can a function in R return multiple values?

Yes, by returning a list or other data structure, a function can return multiple values at once.

beginner

What is the difference between print() and returning a value in R?

print() shows output on the screen but does not send a value back from the function. Returning a value allows other code to use that result.

What does the return() function do in R?

A Sends a value back from a function

B Prints a value to the console

C Stops the entire program

D Creates a new variable

return() sends a value back from a function to where it was called.

If a function in R does not have a return() statement, what happens?

A The function returns the last evaluated expression

B The function returns NULL

C The function causes an error

D The function returns TRUE

R automatically returns the last evaluated expression if return() is not used.

How can a function return multiple values in R?

A By using global variables

B By using multiple <code>return()</code> statements

C By printing all values

D By returning a list containing all values

Returning a list lets a function send back multiple values together.

Which of these is NOT true about return values in R?

A Return values can be used in other parts of the program

B Return values are always printed automatically

C Return values come from functions

D Return values can be any type of data

Return values are not printed automatically; you must print them if you want to see them.

What is the main difference between print() and returning a value?

A <code>print()</code> sends a value back, return shows output

B They do the same thing

C <code>print()</code> shows output, return sends a value back

D Neither can be used in functions

print() displays output on screen; returning sends a value back for further use.

Explain what a return value is in R and how it is used in functions.

Think about what happens after a function finishes running.

Describe how you can return multiple values from a single R function.

Consider how to package several things together.

Practice

1. What does the return() function do in an R function?

easy

A. It sends a value back to where the function was called.

B. It prints a message on the screen.

C. It stops the entire program immediately.

D. It creates a new variable inside the function.

Solution

1. Step 1: Understand the purpose of return()

   The return() function is used inside an R function to send a value back to the place where the function was called.

2. Step 2: Differentiate from other actions

   Printing messages or stopping the program are different actions and not the role of return().

3. Final Answer:

   It sends a value back to where the function was called. -> Option A

4. Quick Check:

   Return sends value back = A [OK]

Hint: Return sends output back from function to caller [OK]

Common Mistakes:

• Thinking return prints output
• Confusing return with stopping program
• Assuming return creates variables

2. Which of the following is the correct way to return the value 10 from a function in R?

easy

A. return 10

B. return(10)

C. return{10}

D. return <- 10

Solution

1. Step 1: Recall correct return syntax in R

   In R, the correct syntax to return a value is to use return() with parentheses around the value.

2. Step 2: Check each option

   return(10) uses return(10), which is correct. Others have syntax errors or wrong usage.

3. Final Answer:

   return(10) -> Option B

4. Quick Check:

   Use parentheses with return = A [OK]

Hint: Use parentheses with return to send value back [OK]

Common Mistakes:

• Omitting parentheses after return
• Using curly braces instead of parentheses
• Assigning return as a variable

3. What will be the output of this R code?

my_func <- function() {
  x <- 5
  y <- 10
  x + y
}
result <- my_func()
print(result)

medium

A. NULL

B. 5

C. Error

D. 15

Solution

1. Step 1: Understand function return behavior without explicit return()

   In R, if no return() is used, the last evaluated expression is returned automatically. Here, x + y is the last expression.

2. Step 2: Calculate the last expression value

   x = 5 and y = 10, so x + y equals 15. This value is returned and stored in result.

3. Final Answer:

   15 -> Option D

4. Quick Check:

   Last expression returned = 15 [OK]

Hint: Last expression in function returns automatically if no return() [OK]

Common Mistakes:

• Expecting NULL if no return()
• Thinking print inside function returns value
• Confusing variable assignment with return

4. Identify the error in this R function that tries to return the sum of two numbers:

add_numbers <- function(a, b) {
  sum <- a + b
  return sum
}

medium

A. Variable sum is not defined

B. Function should not use return

C. Missing parentheses after return

D. Function parameters are incorrect

Solution

1. Step 1: Check return statement syntax

   The return statement in R requires parentheses around the value to return. Here, return sum is missing parentheses.

2. Step 2: Confirm variable and parameters are correct

   The variable sum is defined as a + b, and parameters are correct. So no error there.

3. Final Answer:

   Missing parentheses after return -> Option C

4. Quick Check:

   return() needs parentheses = B [OK]

Hint: Always use parentheses with return in R [OK]

Common Mistakes:

• Omitting parentheses after return
• Confusing variable scope errors
• Thinking return is optional always

5. You want to write an R function that returns a named list with two values: the sum and product of two numbers. Which code correctly returns both values?

hard

A. calc <- function(a, b) {
return(list(sum = a + b, product = a * b))
}

B. calc <- function(a, b) {
sum <- a + b
product <- a * b
return(sum, product)
}

C. calc <- function(a, b) {
sum <- a + b
product <- a * b
return c(sum, product)
}

D. calc <- function(a, b) {
sum <- a + b
product <- a * b
list(sum, product)
}

Solution

1. Step 1: Understand how to return multiple values in R

   R functions can return a list to send back multiple values together.

2. Step 2: Check each option for correct syntax

   calc <- function(a, b) { return(list(sum = a + b, product = a * b)) } correctly returns a named list with sum and product. calc <- function(a, b) { sum <- a + b product <- a * b return(sum, product) } tries to return two values separately, which is invalid. calc <- function(a, b) { sum <- a + b product <- a * b return c(sum, product) } returns a vector instead of a list. calc <- function(a, b) { sum <- a + b product <- a * b list(sum, product) } returns a list but without return(), so it returns the last expression implicitly, which works but does not name elements.

3. Final Answer:

   calc <- function(a, b) { return(list(sum = a + b, product = a * b)) } -> Option A

4. Quick Check:

   Return named list for multiple values = C [OK]

Hint: Use return(list(...)) to send multiple values back [OK]

Common Mistakes:

• Trying to return multiple values without list
• Using return with multiple arguments incorrectly
• Forgetting to name list elements