It is shown that $$ \text{\rm rank}(P^*AQ) = \text{\rm rank}(P^*A) + \text{\rm rank}(AQ) - \text{\rm rank}(A), $$ where $A$ is idempotent, $[P,Q]$ has full row rank and $P^*Q = 0$. Some applications of the rank formula to generalized inverses of matrices are also presented.
@article{119327, author = {Yong Ge Tian and George P. H. Styan}, title = {A new rank formula for idempotent matrices with applications}, journal = {Commentationes Mathematicae Universitatis Carolinae}, volume = {43}, year = {2002}, pages = {379-384}, zbl = {1090.15001}, mrnumber = {1922135}, language = {en}, url = {http://dml.mathdoc.fr/item/119327} }
Tian, Yong Ge; Styan, George P. H. A new rank formula for idempotent matrices with applications. Commentationes Mathematicae Universitatis Carolinae, Tome 43 (2002) pp. 379-384. http://gdmltest.u-ga.fr/item/119327/
Some comments on several matrix inequalities with applications to canonical correlations: historical background and recent developments, Report A332 (December 2000), Dept. of Mathematics, Statistics and Philosophy, University of Tampere, Tampere, Finland, 63 pp. To be published in the special issue of {Sankhyā: The Indian Journal of Statistics, Series A} associated with ``An International Conference in Honor of Professor C.R. Rao on the Occasion of his 80th Birthday, Statistics: Reflections on the Past and Visions for the Future, The University of Texas at San Antonio, March 2000''.
Two rank equalities associated with blocks of orthogonal projector. Problem $25$-$4$, Image, The Bulletin of the International Linear Algebra Society 25 (2000), p.16 [Solutions by J.K. Baksalary & O.M. Baksalary, by H.J. Werner, and by S. Puntanen, G.P.H. Styan & Y. Tian, Image, The Bulletin of the International Linear Algebra Society 26 (2001), 6-9]. (2000)
Completing block matrices with maximal and minimal ranks, Linear Algebra Appl. 321 (2000), 327-345. (2000) | MR 1800003
Some rank equalities for idempotent and involutory matrices, Linear Algebra Appl. 335 (2001), 101-117. (2001) | MR 1850817