Essentially, you want to find out the nature of the solutions to the equation

which can also be expressed as:
Now, if the matrix

is INVERTIBLE (that is, the determinant is non-zero), then you can immediately see that our solution will be of the form:

, that is, the matrices are linearly independent.
If the matrix is not invertible, then you can do ninja shit and they should be linearly dependent.
Applying this to the examples you have provided:
a) Our 'big' matrix is
Notice that
 \neq 0)
, so these vectors are linearly indepedent.
I'm sure the rest are doable in much the same manner (unless you can see straight off the bat that one of the provided vectors is a scalar multiple of another)