The HPSAMPLE Procedure

Example 8.1 Running PROC HPSAMPLE on the Client

This example demonstrates how to use PROC HPSAMPLE to perform a simple random sampling on the Sampsio.Hmeq data set, which resides on the client.

When the input data set resides on the client and no PERFORMANCE statement is specified, as in the following statements, the client performs all computations:

 /*sampsio is a libref for a data source on the client.*/
 proc hpsample data=sampsio.hmeq out=out1 sampobs=20 seed=13579;
     class job reason;
     var loan value delinq derog;    
 run;
 proc print data=out1;
 run;

Output 8.1.1 shows the performance environment information.

Output 8.1.1: Performance Information

The HPSAMPLE Procedure

Performance Information
Execution Mode	Single-Machine
Number of Threads	1

Output 8.1.2 shows the number of observations in the data set sampsio.hmeq and the number of samples.

Output 8.1.2: Frequency Table

Simple Random Sampling Frequency Table
Number of Obs	Number of Sample
5960	22

Output 8.1.3 shows the sample data.

Output 8.1.3: Sample Data

Obs	JOB	REASON	LOAN	VALUE	DELINQ	DEROG
1	Other	HomeImp	4900	65774	2	1
2	Other	HomeImp	5700	82923	0	0
3	Other	HomeImp	7000	124827	.	.
4		DebtCon	8300	75081	0	0
5	Office	DebtCon	10000	125500	0	0
6	Other		11100	61406	0	0
7	Other	HomeImp	11500	64037	0	0
8	ProfExe	HomeImp	11900	105454	0	0
9	Mgr	HomeImp	15000	122400	2	0
10	Other	HomeImp	15000	107207	0	0
11	ProfExe	HomeImp	15600	106824	0	0
12	Office	DebtCon	17000	69000	0	0
13	ProfExe	DebtCon	17300	49100	0	0
14	Other	DebtCon	18000	60000	0	2
15	Office	DebtCon	21100	98000	2	0
16	Other	HomeImp	21400	103427	0	0
17	Mgr	HomeImp	22400	121601	0	0
18	Other	HomeImp	25000	202500	0	0
19	Other	DebtCon	25500	43031	.	.
20	Mgr	DebtCon	27500	149877	0	0
21	ProfExe	DebtCon	36500	195729	0	0
22	Self	DebtCon	70300	294169	0	0