A matrix is a 2-dimensional array that has m number of rows and n number of columns. In other words, matrix is a combination of two or more vectors with the same data type.
Note: It is possible to create more than two dimensions arrays with R.
We can create a matrix with the function matrix(). This function takes three arguments:
matrix(data, nrow, ncol, byrow = FALSE)
- data: The collection of elements that R will arrange into the rows and columns of the matrix \
- nrow: Number of rows
- ncol: Number of columns
- byrow: The rows are filled from the left to the right. We use `byrow = FALSE` (default values), if we want the matrix to be filled by the columns i.e. the values are filled top to bottom.
Let's construct two 5x2 matrix with a sequence of number from 1 to 10, one with byrow = TRUE and one with byrow = FALSE to see the difference.
You can add a column to a matrix with the cbind() command. cbind() means column binding. cbind()can concatenate as many matrix or columns as specified. For example, our previous example created a 5x2 matrix. We concatenate a third column and verify the dimension is 5x3
# concatenate c(1:5) to the matrix_a
matrix_a1 <- cbind(matrix_a, c(1:5))
# Check the dimension
##  5 3We can select elements one or many elements from a matrix by using the square brackets [ ]. This is where slicing comes into the picture.
- matrix_c[1,2] selects the element at the first row and second column.
- matrix_c[1:3,2:3] results in a matrix with the data on the rows 1, 2, 3 and columns 2, 3,
- matrix_c[,1] selects all elements of the first column.
- matrix_c[1,] selects all elements of the first row.