Because basis vectors span and are linearly independent, the coefficients representing a given vector as a linear combination of them are unique; they are called the components of the vector with respect to the basis . Furthermore, in a vector space of dimension : any spanning set with more than members can be thinned to a basis, and any linearly independent set with fewer than members can be extended to one.