Quadratic matrix/Rank/Invertible/Linearly independent/Fact

Let be a field, and let denote an -matrix over . Then the following statements are equivalent.

  1. is invertible.
  2. The rank of is .
  3. The rows of are linearly independent.
  4. The columns of are linearly independent.