In the framework of the statistical regularization method new algorithms of
solving inverse problems in applied spectroscopy in the presence of correl
ated fractal noises are suggested. Statistical properties of fractal noises
are investigated ill terms of R/S-analysis. As an example illustrating the
efficiency of the algorithms suggested the smoothing problem of experiment
al data is considered. (C) 2000 Elsevier Science Ltd. All rights reserved.