Conditionally replacing missing by mean example 2
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 | * QUESTION: How to replace missing values of scale1 TO scale17 by the mean * value but only when number of missing is less than 75% of scales. * ANSWER posted to SPSSX-L on 2001/5/15 by rlevesque@videotron.ca. * Define dummy data file for illustration purposes. NEW file. INPUT PROGRAM. SET SEED=7654321. VECTOR scale(17F8.3). LOOP id=1 TO 50. LEAVE id. LOOP #id=1 TO 17. * about 25% of scales will be missing. IF (UNIFORM(1)<.75) scale(#id)=TRUNC(UNIFORM(5)+.5). END LOOP. END CASE. END LOOP. END FILE. END INPUT PROGRAM. EXECUTE. * Start the job. COMPUTE dummy=1. AGGREGATE OUTFILE='c:\\temp\\mydata.sav' /BREAK=dummy /mscale1 to mscale17=mean(scale1 to scale17). MATCH FILES FILE=* /TABLE='c:\\temp\\mydata.sav' /by dummy. DO IF (NMISS(scale1 to scale17) < 17*.25). + DO REPEAT orig = scale1 to scale17 /copy=mscale1 to mscale17. + if (missing (orig)) orig=copy. + END REPEAT. END IF. EXECUTE. |
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