What is the difference between an R Matrix and an R Array?
a) A matrix is two-dimensional, while an array can be multi-dimensional
b) A matrix can store elements of different types, while an array cannot
c) A matrix is used for character data, while an array is for numeric data
d) A matrix automatically resizes, while an array does not
Answer:
a) A matrix is two-dimensional, while an array can be multi-dimensional
Explanation:
The main difference between an R matrix and an R array is that a matrix is always two-dimensional, while an array can be multi-dimensional. Both structures store elements of the same type, but arrays are more flexible in terms of the number of dimensions they can represent.
# Example of a 2D matrix
my_matrix <- matrix(1:6, nrow = 2, ncol = 3)
# Example of a 3D array
my_array <- array(1:12, dim = c(2, 3, 2))
# Printing the matrix
print(my_matrix)
# Printing the array
print(my_array)
In this example, my_matrix
is a 2D structure with 2 rows and 3 columns, while my_array
is a 3D structure with dimensions 2x3x2. Arrays are used when you need to work with data in more than two dimensions, such as in multi-layered data representations.