1 The SAS System 11:34 Tuesday, January 20, 1998 NOTE: Copyright (c) 1989-1996 by SAS Institute Inc., Cary, NC, USA. NOTE: SAS (r) Proprietary Software Release 6.12 TS020 Licensed to UNIVERSITY OF NORTH CAROLINA AT CHAPEL HILL, Site 0003944001. 1 TITLE1 "EXAMPLE3.SAS--Demonstrate simple LINMOD use"; 2 *LET NOSOURCE2 = SOURCE2 ; 3 * Data are from Danford, Hughes, and McNee, *; 4 * "On the Analysis of Repeated Measurement Experiments," *; 5 * Biometrics, 16, 1960, pp. 547-565. *; 6 7 * 0. Define raw data file; 8 FILENAME IN01 "C:\PROGRAMS\LINMOD31\EXAMPLES\PAYNE.DAT"; 9 DATA PAYNE; 10 INFILE IN01; 11 INPUT @7 GROUP $ INIT SCORE2 SCORE4 SCORE6 SCORE8 SCORE10; 12 * Create indicator variables ; 13 CONTROL = (GROUP="1"); 14 LOW = (GROUP="2"); 15 MODERATE= (GROUP="3"); 16 HIGH = (GROUP="4"); 17 NOTE: The infile IN01 is: FILENAME=C:\PROGRAMS\LINMOD31\EXAMPLES\PAYNE.DAT, RECFM=V,LRECL=256 NOTE: 45 records were read from the infile IN01. The minimum record length was 31. The maximum record length was 31. NOTE: The data set WORK.PAYNE has 45 observations and 11 variables. NOTE: The DATA statement used 1.87 seconds. 18 PROC PRINT DATA=PAYNE; 19 20 * 1. Define directory in which LINMOD source code has been stored; 21 %LET LMDIRECT = C:\PROGRAMS\LINMOD32\SOURCE\ ; 22 23 * 2. Define SAS macro code needed; 24 %INCLUDE "&LMDIRECT.MACROLIB.MAC" / NOSOURCE2 ; 41 42 * 3. Reduce raw data to a TYPE=CORR file named _CORRDS_ 43 with characteristics required by LINMOD; 44 &PROCSSCP DATA=PAYNE ; NOTE: The PROCEDURE PRINT printed page 1. NOTE: The PROCEDURE PRINT used 0.61 seconds. 2 The SAS System 11:34 Tuesday, January 20, 1998 45 VAR CONTROL LOW MODERATE HIGH INIT 46 SCORE2 SCORE4 SCORE6 SCORE8 SCORE10; 47 48 * 4.1 Start IML with at least minimum space needed; 49 * Use SHOW SPACE statement and larger WORKSIZE, SYMSIZE values 50 to tune performance with bigger problems; NOTE: The data set WORK._CORRDS_ has 14 observations and 13 variables. NOTE: The PROCEDURE CORR used 0.58 seconds. 51 PROC IML WORKSIZE=200 SYMSIZE=350; Worksize = 204800 Symbol size = 358400 IML Ready 52 53 * 4.2 Initialize LINMOD IML code; 54 &LINMOD ; NOTE: Module _DEFOPT_ defined. NOTE: Module _EREXIT_ defined. NOTE: Module _FITMOD_ defined. NOTE: Module _GETCSS_ defined. NOTE: Module _INITL_ defined. NOTE: Module _MAKESS_ defined. NOTE: Module _NMLIST_ defined. NOTE: Module _PRPARM_ defined. NOTE: Module _PVTYPE_ defined. NOTE: Module _SCAN_ defined. NOTE: Module _SETOPT_ defined. NOTE: Module _TSTGLH_ defined. NOTE: Module _UNIREP_ defined. NOTE: Module _UNSCAN_ defined. NOTE: Module _ZPIVOT_ defined. NOTE: Module FITMODEL defined. NOTE: Module GETCORSS defined. NOTE: Module MAKESS defined. NOTE: Module SETOPT defined. NOTE: Module TESTGLH defined. NOTE: Module NAMELIST defined. NOTE: Module UTREND defined. NOTE: Module UMEAN defined. NOTE: Module UPOLY1 defined. NOTE: Module UPOLY2 defined. 2197 2198 * 5. Retrieve the file _CORRDS_ created in Step 3 ; 2199 RUN GETCORSS; 2200 2201 * 6. Define the model and estimate primary parameters; 2202 INDVARS = { "CONTROL" "LOW" "MODERATE" "HIGH" "INIT" }; 3 The SAS System 11:34 Tuesday, January 20, 1998 2203 DEPVARS=NAMELIST("SCORE",2,10,2); 2204 *Last statement creates following matrix-- 2205 *DEPVARS = { "SCORE2" "SCORE4" "SCORE6" "SCORE8" "SCORE10" }; 2206 RUN FITMODEL; 2207 2208 * 7.1 Conduct a test (and estimation) step; 2209 NOTE={"* MANOVA Test of Main Effect of Treatment, *" 2210 , "* comparing each treatment group to the control group *" } ; 2211 PRINT ,NOTE ; 2212 C = { 1 -1 0 0 0 , 2213 1 0 -1 0 0 , 2214 1 0 0 -1 0 } ; 2215 THETARNM= { "C-LOW" "C-MOD" "C-HIGH" }; 2216 *U defaults to Identity matrix, if NROW(U)=0; 2217 RUN TESTGLH; 2218 2219 * 7.2 Conduct another test (and estimation) step; 2220 NOTE={"* Trends by Treatment Interaction, *" 2221 , "* comparing each treatment group to the control group *" } ; 2222 PRINT , NOTE ; 2223 *Re-use the same C matrix; 2224 *Note that all user inputs (C, U, THETA0, THETARNM, THETACNM, etc.) 2225 are never changed by LINMOD, and hence remain in existence; 2226 *May FREE THETACNM, for example, to avoid conflict 2227 between successive invocations of TSTGLH; 2228 TIMES ={2 4 6 8 10}; 2229 RUN UPOLY1(TIMES ,"Time", 2230 USCORE , SCORENM ); 2231 U = USCORE; 2232 THETACNM = SCORENM ; 2233 THETA0=J(NROW(C),NCOL(U),0); 2234 RESET PRINT; 2235 RUN TESTGLH; Exiting IML. NOTE: The PROCEDURE IML printed pages 2-33. NOTE: The PROCEDURE IML used 3.52 seconds. NOTE: SAS Institute Inc., SAS Campus Drive, Cary, NC USA 27513-2414