clear all
close all
clc

load hprice1.mat;

%Obs:    88

data = hprice;

%   1. price                    price, in dollars
%   2. assess                   assessed value, in dollars
%   3. bdrms                    number of bedrooms
%   4. lotsize                  size of lot, square feet
%   5. sqrft                    size of house, square feet
%   6. colonial                 =1 if home is colonial style
%   7. lprice                   log(price)
%   8. lassess                  log(assess)
%   9. llotsize                 log(lotsize)
%  10. lsqrft                   log(sqrft)

price   = data(:,1);
assess  = data(:,2);
bdrms   = data(:,3);
lotsize = data(:,4);
sqrft   = data(:,5);
colonial= data(:,6);
lprice  = data(:,7);
lassess = data(:,8);
llotsize= data(:,9);
lsqrft  = data(:,10);