A data processing system-implemented method or data processing system
readable medium can be used to model operating parameter(s) for a vendor.
Detailed analysis of the impact of prices or other variables, on the
demand of each item, is performed. These allow us to prune large numbers
of prices or other variables which have little or no impact on a given
item. After determining which prices and other variables are
significantly related to an item, a more in-depth examination of that
small list of variables may be performed. This in-depth examination will
result in a set of final weighing factors, quantifying the effect of each
on the item. The weighing factors for all other variables can be assigned
a value of zero. By limiting the number of non-zero weighing factors, the
time needed to generate all the weighing factors for a matrix (or
matrices) is reduced.