 The linear transformations \(f: V\rightarrow V\) on a vector space \(V\) can be added, subtracted, and multiplied by scalars, pointwise in each case, and hence form a vector space. When the space has finite dimension \(n\), the linear transformations are representable as \(n\times n\) matrices.