The structural parameters, i.e., coordination numbers, bond distances and d
isorder obtained from the analysis of EXAFS spectra may sometimes be signif
icantly influenced by errors introduced due to the inadequacy of the analys
is method applied. Especially in the case of heterogeneous catalysts it has
been realized that often there is a need to use an improved EXAFS data ana
lysis compared to the simple harmonic approach which works well for well-de
fined bulk structures. This is due to the fact that catalysts contain highl
y dispersed or disordered structures with pair distribution functions quite
different from well-crystalline bulk materials. In addition, the increased
interest for in situ studies, which typically imply high temperatures, mak
es the influence from anharmonic vibrations on the shape of the pair distri
bution a significant factor. In this paper, we discuss the importance of as
ymmetric pair distribution functions for nano-sized particles and how they
influence the structural parameters obtained from the standard data analysi
s. An alternative method, which takes into account deviations from the Gaus
sian pair distribution function typically used in the analysis of EXAFS spe
ctra, will be described. The method is based on an analysis of the pair dis
tribution functions derived from molecular dynamics simulations of small me
tal particles and its reliability is demonstrated by comparing structural p
arameters obtained from independent X-ray diffraction experiments.