Readme.txt ---  20090205
==========

The fitgpr Matlab program performs GPR bootstrapping.  It requires a 
number of other functions from the "gpml" suite of Rasmussen and Williams, 
available from: http://www.gaussianprocess.org/gpml/code/matlab/doc/

The gpml functions required are: 

		o   solve_chol
		o   sq_dist
		o   gpr
		o   covNoise
		o   covSEiso
		o   covSum
		o   minimize

These functions should be placed in the directory in which fitgpr resides.

Functions relating to other covariance functions can also be employed (with 
small changes to the fitgpr code).

To run a demo of GPR bootstrapping, change to the directory in which fitgpr resides,
and type: fitgpr

For help, type: help fitgpr 

Included with the fitgpr.m file is a data file called noisysine.mat
To load these data, type: load('noisysine.mat')
You can then perform GPR bootstrapping on these data by typing: 
GPRBsamples = fitgpr([input, output])

