Suppose you have a character variable that contains a number, and you want to convert it to a numeric variable. How would you do that?
- Use as.character() function
- Use as.numeric() function
- Use toNumeric() function
- Use toString() function
To convert a character variable that contains a number to a numeric variable in R, we use the as.numeric() function. For example, as.numeric("123") would return 123.
How does the collapse argument work in the paste() function in R?
- It collapses all spaces in the output vector
- It collapses the output vector into a single string with a specified separator
- It doesn't exist
- None of the above
The 'collapse' argument in the paste() function in R collapses the output vector into a single string with a specified separator. For example, 'paste(c("Hello", "world!"), collapse = " ")' would return "Hello world!".
Suppose you're asked to optimize a piece of R code that performs complex calculations on large matrices. What are some strategies you could use to improve its performance?
- Use vectorized operations and functions
- Utilize parallel processing or distributed computing
- Reduce memory usage through efficient data structures
- All of the above
Some strategies to improve the performance of R code operating on large matrices include using vectorized operations and functions, utilizing parallel processing or distributed computing frameworks, reducing memory usage through efficient data structures or sparse matrix representations, and optimizing the algorithmic complexity of the calculations. These strategies can help leverage the computational power of modern hardware and enhance the efficiency of matrix operations.
In R, a function that calls itself within its own definition is known as a ________ function.
- Recursive
- Nested
- Iterative
- Repeating
In R, a function that calls itself within its own definition is known as a recursive function. Recursive functions are defined in a way that allows them to break down a complex problem into smaller sub-problems of the same type, eventually reaching a base case where the recursion stops. This self-referential behavior is a key characteristic of recursive functions.
Imagine you want to concatenate a vector of numbers into a single string. What steps would you take?
- None of the above
- Use the as.character() function then the paste() function
- Use the paste() function with collapse argument
- Use the str() function then the paste() function
To concatenate a vector of numbers into a single string, you would first need to convert the numbers into characters using the 'as.character()' function. Then, you can use the 'paste()' function with the 'collapse' argument to concatenate all the elements into a single string.
The ______ function in R can be used to explode segments in a pie chart.
- explode()
- pull()
- detach()
- All of the above
The explode() function in R can be used to explode segments in a pie chart. By specifying a vector of values, the explode() function moves specific segments away from the center of the pie chart, highlighting or separating them for emphasis.
How do you perform a logical 'AND' operation in R?
- Using the '&' operator
- Using the '&&' operator
- Using the 'AND' keyword
- All of the above
In R, you can perform a logical 'AND' operation using the '&' operator. The '&' operator returns 'TRUE' if both operands are 'TRUE', and 'FALSE' otherwise. For example, 'TRUE & FALSE' would evaluate to 'FALSE'.
The switch() function in R can be used as an alternative to multiple ________ if statements.
- nested
- vectorized
- case-when
- all
The switch() function in R can be used as an alternative to multiple nested if statements. It allows you to match a given expression to a set of predefined cases and execute the corresponding code block based on the matching case. This provides a more concise and readable alternative to using multiple nested if statements for handling multiple conditions.
In R, the escape sequence for a tab character is ________.
- n
- t
- r
- b
In R, the escape sequence for a tab character is t. For example, "HellotWorld" would result in the string "Hello World" with a tab space between "Hello" and "World".
In R, the result of the operation 'TRUE AND NA' is ________.
- TRUE
- FALSE
- NA
- Error
In R, the result of the operation 'TRUE AND NA' is NA. When one of the operands in a logical operation is NA, the result is also NA because the logical value is undefined.