  We explore the mathematical foundations of the vector space of physical
dimensions introduced in A. Maksymowicz, Am. J. Phys. 44, 1976, and extend this
formalism to the vector space of physical values. As different unit systems
correspond to different bases of this vector space, our formalism may find use
for introducing the concept of natural units and transforming physical values
between unit systems.
