Statement 1 is false
we know that the number of non zero rows in the reduced echelon form is the rank of the matrix.
Let us take an indentity matrix or unit matrix of order 3×3.
In our case non zero rows are 3 hence rank of matrix is ρ = 3.
In this way we can generalise our deduction and can say rank of unit matrix of order n is n.
Statement 2 is true
Statement 3 is true
Statement 4 is true