However, enough knowledge and experience have already been gained to be able to say that currently proposed alternative methods give sound results, have worthwhile advantages over the least-squares methods
and can be recommended for practical use.
In Section 4 a system of linear inequalities is solved using the least-squares method.
The main goal of this article is to show how the least-squares method can be applied to studying a system of linear inequalities.
Because ArcView GIS relies on either the weighted least-squares method
or visual adjustment to create semivariograms, we did not compare the relative performance of semivariograms generated using alternative methods such as maximum likelihood and restricted maximum likelihood.
The least-squares method
is used to adjust the Kelvin model by fitting it to creep data from experiments.
The values obtained in comparison with the modified ALBK method were fitted to a linear regression model using a least-squares method
This was done by a nonlinear least-squares method
(25): denoting the experimental data for the storage and the loss modulus by [Mathematical Expression Omitted] and [Mathematical Expression Omitted] and assuming the data to be affected by relative errors of unknown size
The worst case is that for the least-squares method
and an analytical CV of 2% for the x measurements (bias, -35%).
We suspect that these CO-oximeters with overdetermined systems use the least-squares method
for data reduction.
Other complex pharmacokinetic methods also exist that require dedicated software and use either non-Bayesian least-squares (where the population model is not well-known) or Bayesian least-squares methods
(where the population model is reasonably well-known) (2).
The text consist of 11 parts: optimal estimation, linear estimation, stochastic gradient algorithms, mean-square performance, transient performance, block adaptive filters, least-squares methods
, array algorithms, fast RLS algorithms, lattice filters, and robust filters.
Surfaces Generated by Moving Least-Squares Methods
, Mathematics of Computation, Vol.