Question

What are the SAS Coding and SAS Results for a multiple regression analysis of the following data, where the price of the house is the dependent variable?

House Price	Living Area	Bathrooms	Bedrooms
97739	1276	2	2
97783	1061	1	3
98423	1355	1	3
99045	937	1	2
99082	924	1	2

Answer 1

SAS CODE:

data housing;
infile datalines firstobs=2 ;
input Houseprice livingarea bathrooms bedrooms;
datalines;
House Price   Living Area   Bathrooms   Bedrooms
97739 1276 2 2
97783 1061 1 3
98423 1355 1 3
99045 937 1 2
99082 924 1 2
;
run;

proc reg data=housing;
model Houseprice = livingarea bathrooms bedrooms;
run;

OUTPUT:

Parameter Estimates
Variable	DF	Parameter	Standard	t Value	Pr > |t|
		Estimate	Error
Intercept	1	102244	153.1355	667.67	0.001
livingarea	1	2.16707	0.22167	9.78	0.0649
bathrooms	1	-2073.22	95.17085	-21.78	0.0292
bedrooms	1	-1561.86	76.88854	-20.31	0.031

Multipple regression eq is

houseprice=102244+2.16707*livingarea-2073.22*bathrooms-1561.86*bedrooms