Data and Software



The file gp.dat contains a data set with 1 covariate variable and 1 response variable. There are N=100 data points.



The Postscript figure used for problem 3 in the second homework: unlabeled.eps



Here are the Matlab files for problem 5 on homework 2:
demomix1.m
demomix2.m
discreternd.m
systematicR.m
multinomialR.m
residualR.m



The file ellipse.dat contains a data set with 2 covariate variables and 1 response variable. There are N=60 data points.



The file penalties.dat contains a data set with 25 covariate variables x_i and 1 response variable y. There are N=100 data points.
Thus, the file contains 100 lines of the form (x_1, x_2, ..., x_25, y).

The file kernel-training.dat contains a data set with 1 covariate x and 1 response y. There are N=100 data points. Thus, the file contains 100 lines of the form (x, y).

The file kernel-additional.dat contains a data set with 1 covariate x and 1 response y. There are N=1000 data points. Thus, the file contains 1000 lines of the form (x, y).