Hr. Bjorsvik et al., PRINCIPAL PROPERTIES OF MONODENTATE PHOSPHORUS LIGANDS - PREDICTIVE MODEL FOR THE CARBONYL ABSORPTION FREQUENCIES IN NI(CO)(3)L COMPLEXES, Acta chemica Scandinavica, 51(6-7), 1997, pp. 733-741
By use of the principal component analysis method, the principal prope
rties of 45 different monodentate phosphorus ligands, each described b
y fifteen molecular descriptors, have been calculated. A principal com
ponent model composed of live principal components was determined acco
rding to cross-validation and accounted for 90% of the variance in the
original data table. This model divided the P ligands into two classe
s, a small one which contained six polyhalogenated P ligands, and anot
her which contained 39 different P ligands. Another principal componen
t analysis was carried out on the large class of P ligands. This model
described 90.5% of the total variance by using four principal compone
nts. Among these a subset of compounds were used for validating the re
levance of the molecular descriptor variables. Two experimentally meas
ured IR-frequencies, the carbonyl frequencies v(A1) and v(E) were used
as independent variables and correlated to the molecular descriptors
using the partial least-squares regression (PLSR) method. The PLSR mod
els showed that the calculated molecular descriptors contained relevan
t information concerning the investigated compounds to be used for der
iving the principal properties of the monodentate phosphorus ligands.
The PLSR models for the two different IR frequencies were used to pred
ict the CO frequencies for P ligands where the IR frequencies have not
been reported in the literature.