  The algorithm of modified wavelet analysis is discussed. It is based on the
weighted least squares approximation. Contrary to the Gaussian as a weight
function, we propose to use a compact weight function. The accuracy estimates
using the statistically correct expressions for the least squares
approximations with an additional weight function are compared with that
obtained using the bootstrap method.
