| 
 | 
 | 
The numbers of Eigenvalues that are Positive, Negative, or 0 do not change under a congruence
transformation.  Gradshteyn and Ryzhik (1979) state it as follows: when a Quadratic Form 
 in 
 variables is reduced
by a nonsingular linear transformation to the form
See also Eigenvalue, Quadratic Form
References
Gradshteyn, I. S. and Ryzhik, I. M.  Tables of Integrals, Series, and Products, 5th ed.  San Diego, CA:
  Academic Press, p. 1105, 1979.