03-27-2017 01:57 AM
I ran proc compare on two datasets. The numeric variable values of two datasets are exactly same but not matching in proc compare. Any suggestions. Please help. Thanks.
The format and informat are same in both datasets.
I attached a proc compare report.
03-27-2017 04:23 AM
Visibly equal data may not be technically equal. The way numbers are stored in SAS may create imprecisions far down from the decimal point that are not displayed when using typical number formats, but are detected by every comparison.
You can see this when compare displays the difference as1E-14 or something similar.
Either use the fuzz factor in compare (as @Reeza already suggested), or make use of the round() function when doing calculations that involve fractions.
03-27-2017 12:07 PM
That is just one of the side effects of using binary computers to perform mathematicl operations.
Since there are many numbers that cannot be stored exactly in the IEEE floating point format you need to take that into consideration.
Here is a simple example that uses the fact the one tenth cannot be stored exactly.
data _null_; one=1 ; do _n_=1 to 10 ; another_one + (1/10) ; end; diff = one - another_one ; put (_all_) (= best32. / ); run;
one=1 another_one=1 diff=1.1102230246251E-16