A method, based on multivariate analysis is described to estimate proton-li
gand formation constants of salicylhydroxamic derivatives ( and thus to est
imate their physiological activity) using topological and electronic descri
ptors. Topological descriptors used are the Wiener (W)-; the quasi-Wiener (
W*)-; and the Szeged (Sz)- indices. The frontier molecular orbital energies
(E-H, E-L and E-T) are the electronic descriptors used. The results have s
hown that no-univariate correlation is possible with any of the topological
indices used (W, W*, Sz). However, moderate univariate correlation is obse
rved with total pi -electron energy (E-T). Excellent correlations are found
in penta-variate correlation involving W, W*, Sz, E-T,and E-H (energy of h
ighest occupied molecular orbital).