Example 4 for PROC GLMSELECT
/****************************************************************/
/* S A S S A M P L E L I B R A R Y */
/* */
/* NAME: glsex4 */
/* TITLE: Example 4 for PROC GLMSELECT */
/* DESC: Simulated Tennis Camp Data */
/* */
/* PRODUCT: STAT */
/* SYSTEM: ALL */
/* KEYS: Multimember Effects, Spline Effects, Design Matrix */
/* PROCS: GLMSELECT, REG */
/* */
/* SUPPORT: Robert Cohen */
/****************************************************************/
data TennisCamp;
length forehandCoach $6 backhandCoach $6 volleyCoach $6 gender $1;
input forehandCoach backhandCoach volleyCoach tLessons tPractice tPlay
gender inRating nPastCamps age tForehand tBackhand tVolley
improvement;
label forehandCoach = "Forehand lesson coach"
backhandCoach = "Backhand lesson coach"
volleyCoach = "Volley lesson coach"
tForehand = "time (1/2 hours) of forehand lesson"
tBackhand = "time (1/2 hours) of backhand lesson"
tVolley = "time (1/2 hours) of volley lesson"
tLessons = "time (1/2 hours) of all lessons"
tPractice = "total practice time (hours)"
tPlay = "total play time (hours)"
nPastCamps = "Number of previous camps attended"
age = "age (years)"
inRating = "Rating at camp start"
improvement = "Rating improvement at end of camp";
datalines;
. . Tom 1 30 19 f 44 0 13 0 0 1 6
Greg . . 2 12 33 f 48 2 15 2 0 0 14
. . Mike 2 12 24 m 53 0 15 0 0 2 13
. Mike . 1 12 28 f 48 0 13 0 1 0 11
. Bruna . 2 13 34 f 57 0 16 0 2 0 12
. Bruna Mike 5 31 11 f 54 1 14 0 2 3 12
Tom . . 3 17 31 m 57 2 15 3 0 0 11
. . . 0 32 17 m 45 0 13 0 0 0 2
Tom . . 2 22 11 m 43 0 13 2 0 0 5
. Greg . 2 14 32 m 45 1 15 0 2 0 14
. Tom Tom 3 16 21 m 42 2 15 0 2 1 9
Bruna Bruna . 4 17 17 m 46 0 15 2 2 0 10
. Tom . 2 13 25 f 50 0 13 0 2 0 10
Elaine Mike . 4 13 34 m 43 0 15 2 2 0 16
. . Bruna 1 12 27 m 42 1 15 0 0 1 7
Bruna . . 1 28 17 m 47 0 15 1 0 0 3
. Mike . 2 10 35 m 56 0 13 0 2 0 15
. . . 0 11 37 m 48 0 15 0 0 0 8
. Greg . 1 28 17 f 54 0 14 0 1 0 7
Tom . . 2 17 31 m 44 0 13 2 0 0 10
. . Tom 3 8 27 f 44 1 14 0 0 3 12
. . . 0 15 33 m 56 0 14 0 0 0 8
. . . 0 26 18 f 48 0 14 0 0 0 3
. Bruna Mike 3 27 12 m 41 1 16 0 2 1 12
Bruna . . 2 28 19 f 39 0 15 2 0 0 5
. . Mike 3 9 28 m 51 0 14 0 0 3 14
. Greg . 2 28 12 f 52 0 15 0 2 0 10
. . Andy 3 6 34 f 44 0 15 0 0 3 12
. . . 0 21 23 f 51 2 16 0 0 0 5
Bruna . . 2 13 31 m 48 0 16 2 0 0 11
. . . 0 12 33 f 46 0 13 0 0 0 7
. . Greg 3 21 20 m 57 1 14 0 0 3 12
. . . 0 10 33 m 58 0 14 0 0 0 7
Bruna . . 2 21 27 f 45 0 15 2 0 0 8
Bruna . Bruna 2 15 30 f 51 0 14 1 0 1 10
. Bruna . 2 16 26 f 50 0 13 0 2 0 8
. . . 0 19 26 m 41 0 16 0 0 0 7
. . . 0 25 23 m 51 0 15 0 0 0 4
Tom . . 2 5 29 f 56 1 15 2 0 0 11
. Bruna . 2 10 38 f 45 0 16 0 2 0 11
. Tom . 2 30 17 m 56 0 15 0 2 0 4
Greg . . 2 20 16 m 59 2 15 2 0 0 9
Mike . Mike 3 25 20 m 46 0 13 2 0 1 12
. . Bruna 3 29 19 m 50 1 14 0 0 3 8
. . Greg 3 20 28 m 54 0 13 0 0 3 14
Mike . . 1 21 24 f 54 0 14 1 0 0 10
. . . 0 28 19 f 49 0 14 0 0 0 4
Greg Greg . 3 6 35 m 53 1 14 1 2 0 15
Tom . Greg 3 7 37 f 57 1 14 1 0 2 18
. Tom . 2 10 31 m 51 0 13 0 2 0 9
. Bruna . 2 32 9 m 46 0 16 0 2 0 4
Elaine . Greg 4 6 34 m 58 0 13 2 0 2 17
Bruna . Greg 3 30 0 m 47 0 14 1 0 2 7
. . Tom 1 29 10 f 55 0 16 0 0 1 3
. . Mike 3 16 21 m 55 0 14 0 0 3 13
. Elaine Greg 5 13 27 m 42 0 15 0 2 3 18
Greg . Tom 5 21 20 m 49 0 13 2 0 3 15
. . . 0 28 11 m 53 2 16 0 0 0 3
Mike Bruna . 3 23 20 m 43 1 14 2 1 0 12
. Greg . 2 17 19 m 57 1 15 0 2 0 14
Greg . . 1 11 34 f 47 0 15 1 0 0 13
Tom . Mike 4 20 19 m 55 1 16 2 0 2 16
Mike . . 2 10 37 f 48 2 15 2 0 0 14
Tom . . 1 7 34 m 48 0 14 1 0 0 9
Mike Bruna . 3 15 25 f 49 0 13 2 1 0 14
Tom . . 3 14 33 m 53 1 16 3 0 0 11
Bruna . Greg 3 22 10 m 51 1 15 2 0 1 12
. . . 0 25 17 m 58 0 16 0 0 0 2
Greg Bruna Tom 5 21 25 m 49 0 14 2 1 2 17
Bruna Tom Bruna 5 12 27 m 49 0 13 2 2 1 15
. . Mike 3 12 21 m 50 2 15 0 0 3 14
. Greg . 2 24 18 f 47 0 15 0 2 0 11
. . Bruna 3 9 33 f 53 0 14 0 0 3 11
. . Greg 2 8 33 f 59 2 15 0 0 2 14
. . . 0 30 11 m 55 0 14 0 0 0 2
. Tom . 1 28 19 m 57 0 13 0 1 0 5
. Bruna Tom 3 7 40 m 51 0 15 0 2 1 14
. . Tom 3 15 25 f 50 0 14 0 0 3 9
Tom . . 1 21 18 m 53 0 13 1 0 0 5
. . Bruna 3 16 20 m 47 0 13 0 0 3 10
. . Greg 2 17 32 f 46 0 14 0 0 2 15
Greg . . 1 16 32 m 48 0 13 1 0 0 11
. . Mike 1 15 26 m 48 0 13 0 0 1 11
. . . 0 5 33 m 45 0 13 0 0 0 8
. Bruna . 1 31 17 m 39 0 16 0 1 0 4
. Greg . 1 6 39 m 46 0 13 0 1 0 15
. Greg . 2 19 14 f 50 0 13 0 2 0 11
. . . 0 12 32 f 55 0 15 0 0 0 7
Bruna . . 2 25 20 f 49 0 15 2 0 0 8
Greg . . 1 18 19 m 56 0 13 1 0 0 9
. . Mike 1 32 9 m 53 0 13 0 0 1 6
Bruna Greg Tom 6 32 10 m 48 0 16 2 2 2 15
Greg Bruna . 3 18 25 f 51 0 13 1 2 0 13
. . Greg 1 16 21 m 53 0 13 0 0 1 9
Mike . . 2 8 36 f 50 0 13 2 0 0 14
. Tom . 3 16 22 f 51 0 15 0 3 0 9
Elaine Tom Mike 6 10 26 m 37 0 16 2 1 3 17
. . . 0 29 16 m 50 0 14 0 0 0 2
Mike . . 2 25 13 m 49 2 16 2 0 0 10
Greg . Mike 5 7 31 f 51 1 15 2 0 3 24
. . . 0 32 7 f 61 0 13 0 0 0 1
. . Bruna 1 17 29 m 49 0 14 0 0 1 8
Greg . . 2 12 29 m 53 0 14 2 0 0 14
Mike . . 2 13 36 m 48 0 13 2 0 0 15
Greg . . 2 30 10 f 47 0 15 2 0 0 7
. Bruna . 2 15 21 m 48 0 13 0 2 0 8
. Mike Mike 4 19 10 m 51 0 13 0 1 3 14
Mike . . 2 30 10 m 39 0 15 2 0 0 7
. Greg . 2 25 13 f 55 0 13 0 2 0 8
. Tom . 2 9 29 f 41 0 14 0 2 0 10
. . . 0 32 14 m 54 0 13 0 0 0 2
. . Tom 3 10 33 m 54 2 15 0 0 3 13
. . Bruna 2 11 36 m 49 0 16 0 0 2 11
. . Greg 2 24 15 m 58 2 15 0 0 2 10
Mike . Greg 4 11 35 m 49 0 14 2 0 2 23
. Mike Bruna 3 20 20 m 57 0 14 0 1 2 14
. . Tom 3 23 22 m 49 0 15 0 0 3 8
Tom . . 2 6 36 f 62 1 14 2 0 0 11
. . Tom 3 26 16 f 45 2 15 0 0 3 6
Bruna . . 2 19 24 m 55 0 13 2 0 0 7
. . . 0 29 12 m 51 1 15 0 0 0 3
Elaine . Greg 3 6 39 m 57 1 15 2 0 1 17
. Greg . 1 18 23 f 45 0 15 0 1 0 11
. . Tom 1 7 28 f 46 0 16 0 0 1 8
Bruna . . 2 18 22 f 53 2 15 2 0 0 7
. Mike . 2 23 25 f 46 0 13 0 2 0 11
. . . 0 17 33 m 49 1 16 0 0 0 7
Greg . . 1 15 16 m 55 0 13 1 0 0 10
. Greg Greg 6 5 32 m 55 0 13 0 3 3 19
. Tom . 1 22 20 f 55 0 13 0 1 0 6
. . Greg 1 23 22 m 52 0 14 0 0 1 10
. . . 0 18 31 f 52 0 14 0 0 0 7
Greg . . 2 20 25 f 57 2 15 2 0 0 12
Mike . Bruna 5 32 13 m 54 0 15 2 0 3 12
Greg Tom . 3 13 26 m 53 0 13 1 2 0 15
Bruna Greg . 3 8 25 m 51 0 13 1 2 0 16
. . . 0 18 28 m 55 0 14 0 0 0 7
. Bruna . 1 21 23 m 50 0 15 0 1 0 5
. . Greg 3 8 34 m 48 0 16 0 0 3 15
Bruna . Tom 4 13 21 m 47 0 13 2 0 2 13
. Tom . 2 27 11 f 51 1 16 0 2 0 4
. . Andy 1 9 32 m 52 1 15 0 0 1 9
. . Tom 1 26 16 m 54 1 14 0 0 1 5
Tom . . 3 27 20 f 58 1 15 3 0 0 8
Tom . . 1 32 12 m 50 0 16 1 0 0 2
. . Mike 2 18 22 f 46 0 13 0 0 2 10
. . . 0 19 26 m 55 0 16 0 0 0 7
Elaine Greg . 2 30 14 m 53 0 15 1 1 0 9
Greg . Bruna 4 19 18 m 48 0 15 1 0 3 14
. Bruna Greg 4 32 5 m 47 0 13 0 2 2 12
. Tom . 2 17 19 m 51 1 14 0 2 0 7
Tom . . 1 28 18 f 56 0 13 1 0 0 5
. . Greg 2 9 28 m 45 0 14 0 0 2 15
Bruna Bruna . 3 26 22 m 55 1 15 1 2 0 8
. Bruna . 2 31 12 m 53 0 16 0 2 0 4
Mike . . 3 21 26 m 44 0 14 3 0 0 15
. . . 0 31 14 f 40 1 14 0 0 0 1
Tom Greg . 4 20 18 m 54 2 15 2 2 0 14
. Bruna . 2 17 31 m 43 1 14 0 2 0 10
. . Tom 3 21 25 m 53 0 13 0 0 3 9
. Tom . 2 26 14 m 47 0 13 0 2 0 5
Bruna . Greg 3 22 22 m 46 0 13 2 0 1 13
. . . 0 8 41 m 53 2 15 0 0 0 9
. . Andy 2 7 31 m 55 0 13 0 0 2 10
Mike Greg Bruna 7 18 20 f 51 0 14 2 2 3 23
Greg . Bruna 2 27 9 f 55 1 15 1 0 1 8
Greg . . 1 9 32 f 49 0 15 1 0 0 13
. Mike . 2 17 23 f 49 0 14 0 2 0 11
. Bruna . 2 30 18 f 54 0 13 0 2 0 5
. . Greg 2 22 20 f 52 2 16 0 0 2 12
. . . 0 20 23 m 54 0 15 0 0 0 6
Elaine Tom . 4 15 25 m 54 0 15 2 2 0 11
. . . 0 32 7 m 60 0 13 0 0 0 1
Greg . . 1 18 25 m 51 1 14 1 0 0 12
. . Greg 1 9 37 m 55 0 13 0 0 1 15
. . Greg 1 9 36 m 52 0 13 0 0 1 12
. Mike Tom 4 9 28 m 47 0 13 0 2 2 16
Greg . . 2 22 18 m 51 0 15 2 0 0 11
Greg . . 2 25 19 m 47 0 13 2 0 0 10
. Mike Greg 4 14 20 m 49 1 16 0 1 3 19
Greg . . 1 24 24 m 54 0 15 1 0 0 10
Greg . . 2 26 12 m 39 0 14 2 0 0 8
Greg Bruna . 2 6 29 m 44 1 15 1 1 0 14
Greg Tom . 3 19 25 m 50 0 13 2 1 0 17
Tom Bruna . 3 24 24 m 54 0 13 1 2 0 8
Bruna . . 2 12 36 f 55 0 13 2 0 0 11
Tom Tom Greg 5 25 20 m 52 0 14 1 2 2 16
. Greg . 2 16 33 f 54 0 15 0 2 0 14
. . . 0 10 41 m 52 0 15 0 0 0 9
. . . 0 25 26 m 55 0 13 0 0 0 3
Mike . . 2 32 14 m 47 0 15 2 0 0 9
. Tom . 2 14 27 f 56 0 13 0 2 0 9
Elaine Mike Andy 7 18 18 m 53 1 15 2 2 3 19
Bruna . . 2 23 22 f 43 0 14 2 0 0 9
Mike . . 3 21 23 m 55 2 15 3 0 0 13
. Bruna . 2 10 30 f 56 0 13 0 2 0 9
. Bruna . 2 5 39 f 48 0 13 0 2 0 12
Bruna . . 2 25 14 m 46 0 14 2 0 0 7
. Greg Greg 5 19 22 m 44 1 16 0 2 3 18
. . Bruna 3 28 20 m 55 0 13 0 0 3 9
. Mike Bruna 4 5 38 m 53 0 14 0 1 3 16
. . Bruna 3 10 38 m 46 0 13 0 0 3 10
. . . 0 12 38 m 47 1 15 0 0 0 8
Greg Tom Tom 6 3 41 m 48 2 15 2 1 3 19
. Greg Mike 5 30 16 m 52 0 13 0 2 3 18
;
proc glmselect data=TennisCamp outdesign=designCamp;
class forehandCoach backhandCoach volleyCoach gender;
effect coach = mm(forehandCoach backhandCoach volleyCoach / noeffect
details weight=(tForehand tBackhand tVolley));
effect practice = spline(tPractice/knotmethod=list(25) details);
model improvement = coach practice tLessons tPlay age gender
inRating nPastCamps;
run;
proc print data=designCamp(obs=5);
run;
ods graphics on;
proc reg data=designCamp;
model improvement = &_GLSMOD;
quit;
ods graphics off;
proc glmselect data=TennisCamp
outdesign(fullmodel prefix=parm names)=designCampGeneric;
class forehandCoach backhandCoach volleyCoach gender;
effect coach = mm(forehandCoach backhandCoach volleyCoach / noeffect
details weight=(tForehand tBackhand tVolley));
effect practice = spline(tPractice/knotmethod=list(25) details);
model improvement = coach practice tLessons tPlay age gender
inRating nPastCamps;
run;
proc print data=designCampGeneric(obs=5);
run;
