For a molecular graph G we construct a sequence of graphs L-i(G), i =
0, 1, 2,..., such that L-0(G) = G, L-1(G) is the line graph of G, L-2(
G) is the line graph of L-1(G), etc. Let theta(i) be the value of some
topological index TI, associated with L-i(G). We examine the possibil
ity to model the structural dependency of certain physico-chemical pro
perties of alkanes (boiling point, molar volume, molar refraction, hea
t of vaporization, critical temperature, critical pressure and surface
tension) by means of linear functions of the parameters theta(i), i =
0, 1,..., k. It is shown that the use of line graphs and, in some cas
es, of the second line graphs, results in a significant improvement in
the predictive power of topological indices. The line graphs with i g
reater than or equal to 3 seem to play a negligible role. In the prese
nt work the choices for TI with theta(i) = number of vertices of L-i(G
) and theta(j) = Wiener index of L-j(G) are pursued.