--- %%NOBANNER%% -->
/*------------------<-- Start of Description -->--------------------\
| Sample size for one mean; |
|--------------------<-- End of Description -->---------------------|
|--------------------------------------------------------------------|
|--------------<-- Start of Files or Arguments Needed -->-----------|
| Arguments: |
| - Required: |
| std = standard deviation |
| y1 = true mean under null hypothesis |
| min_y2 = smallest possible alternative hypothesis mean |
| - Optional: |
| max_y2 = largest possible alternative hypothesis mean |
| inc_y2 = increment value for range of y2 |
| alpha = type 1 error, e.g. .01 or .05, default=.o5 |
| sides = 1 or 2 for 1 or 2 sided test, default=2 |
| power = desired power, e.g. .80, .90, default=.80 |
| plot = 'P' for line printer plot of sample size vs y2 |
| 'G' for SAS/GRAPH plot of sample size vs y2 |
| unit = units for mean, e.g. mg, lbs., cm, etc. |
| Output: Sample size for null hypothesis mean of y1 vs alternative |
| hypothesis means ranging from min_y2 to max_y2 |
|---------------<-- End of Files or Arguments Needed -->------------|
|--------------------------------------------------------------------|
|----------------<-- Start of Example and Usage -->-----------------|
| Example: %mn1_ss(alpha=.05,sides=2,power=.8,std=1, y1=0, |
| min_y2=.3, max_y2=3,inc_y2=.1,plot=p,unit=kg); |
| Usage: %mn1_ss(ALPHA=.05,SIDES=2,POWER=.80,Y1=.,MIN_Y2=., |
| MAX_Y2=.,INC_Y2=.,STD=.,PLOT= , UNIT=); |
| Reference: Bergstralh, EJ. SAS macros for sample size and power |
| calculations. Proceedings of the 9th annual SAS Users |
| Group International Conference. |
| Equation #2. |
\-------------------<-- End of Example and Usage -->---------------*/
%MACRO mn1_ss(ALPHA=.05,SIDES=2,POWER=.80,Y1=.,MIN_Y2=.,
MAX_Y2=.,INC_Y2=.,STD=.,PLOT= , UNIT=);
/*--------------------------------------------\
| Author: Michael Riggs and Eric Bergstralh;|
| Created: November 16, 1992; |
| Modified: January 9, 1998; |
| Purpose: Sample Size for One means; |
\--------------------------------------------*/
OPTIONS MISSING=' ' NOCENTER;
%LET PLOT=%UPCASE(&PLOT);
DATA T1;
ALPHA=&ALPHA;
SIDES=&SIDES;
Y1=&Y1;
MIN_Y2=&MIN_Y2;
MAX_Y2=&MAX_Y2;
INC_Y2=&INC_Y2;
POWER=&POWER;
STD=&STD;
ZALPHA=(PROBIT(1-ALPHA))*(SIDES=1) + (PROBIT(1-ALPHA/2))*(SIDES=2);
ZBETA=PROBIT(POWER);
IF MAX_Y2=. THEN DO;
MAX_Y2=MIN_Y2+1; INC_Y2=MIN_Y2+2; *NEED 1 EXEC OF DO;
END;
TY1=Y1;
TSTD=STD;
DO Y2=MIN_Y2 TO MAX_Y2 BY INC_Y2;
N=(TSTD*(ZALPHA+ZBETA)/(Y2-TY1))**2;
DF=ceil(N)-1;
N1=CEIL( N*(df+3)/(df+1) ); *increase n for t-test, 1/9/98;
OUTPUT;
END;
LABEL Y1="Null hyp.*Mean* (&UNIT)"
Y2="Alt. hyp.*Mean* (&UNIT)";
FOOTNOTE1 ' ';
RUN;
PROC PRINT SPLIT='*';
id y1; var y2 n1;
TITLE2 H=2 ' ';
TITLE3
'SAMPLE SIZE REQUIREMENTS FOR ONE MEAN VS A CONSTANT';
TITLE4
"Alpha=&alpha, Sides=&sides, STD=&std, Power=&power, Null hypothesis: mean=&y1";
%IF "&MAX_Y2" NE "" %THEN %DO;
%IF &PLOT= P %THEN %DO;
PROC PLOT NOLEGEND;
PLOT N1*Y2/ HAXIS=&MIN_Y2 TO &MAX_Y2 BY &INC_Y2;
LABEL N1="Sample size" y2="Alt. hyp. mean(&unit)";
%END;
%ELSE %IF &PLOT= G %THEN %DO;
PROC GPLOT ;
PLOT N1*Y2;
SYMBOL1 font= v=none i=join l=1;
LABEL N1="Sample size" y2="Alt. hyp. mean(&unit)";
run;
%END;
RUN;
%END;
%MEND mn1_ss;