Free A00-232 - SAS Certified Specialist: Advanced Programming Using SAS 9.4 Exam Questions and Answers
SAS Certified Specialist: Advanced Programming Using SAS 9.4 is exam A00-232, part of SAS Global Certification from SAS Institute. Every SAS exam code takes the form A00- plus three digits, where the hundreds digit marks the era: 2xx exams cover SAS 9.4 programming, analytics and administration, and 4xx exams cover SAS Viya. Credentials are tiered Associate, Specialist and Professional.
Looking for A00-232 exam dumps or ExamTopics A00-232 questions? These A00-232 practice questions cover the same ground with verified answers and explanations, a downloadable A00-232 PDF and a full A00-232 practice test, kept current as SAS Institute updates the exam.
Last updated: October 27, 2026
- Exam code
- A00-232
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- SAS Institute
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- First 10, with answers
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- 130 mins · 70%
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Question #1
A macro that contains %IF-%THEN-%ELSE logic runs without errors but produces unexpected output. The programmer wants the SAS log to show when macro execution begins and ends, the values of the parameters passed in, and whether each %IF condition evaluated to TRUE or FALSE. Which statement should be submitted before the macro is called?
Correct answer: A
Explanation
MLOGIC traces macro execution: it writes macro start and end, parameter values, and the result of each %IF condition. MPRINT shows only the SAS statements the macro generates, and SYMBOLGEN shows only how macro variable references resolve, so neither reports condition results.
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Question #2
The following program is submitted: %macro tot(n); %let sum=0; %do i=2 %to &n %by 2; %let sum=%eval(&sum+&i); %end; %put ∑ %mend; %tot(7) What value is written to the SAS log?
Correct answer: A
Explanation
The loop starts at 2 and increments by 2, so i takes the values 2, 4 and 6. The next value, 8, exceeds 7 and the loop stops. The sum is 2 + 4 + 6 = 12. The value 16 comes from adding the odd numbers, and 28 from adding every integer from 1 to 7.
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Question #3
The data set work.orders contains the following observations: region rep amount East Ames 100 East Bell 200 West Cole 50 West Dunn 60 North Eddy 500 The following program is submitted: proc sql; select region, count(*) as n, sum(amount) as total from work.orders where amount >= 60 group by region having sum(amount) > 100; quit; Which output is produced?
Correct answer: B
Explanation
WHERE filters rows before grouping, so the West row with amount 50 is removed and West totals only 60. HAVING then filters the groups, and West fails sum(amount) > 100. East (300) and North (500) remain. The West total of 110 results only if WHERE is ignored.
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Question #4
The following program is submitted: %let t1=12; %let t2=30; %let t3=45; %let n=3; %macro s; %let tot=0; %do j=1 %to &n; %if &j ne 2 %then %let tot=%eval(&tot+&&t&j); %end; %put &tot; %mend; %s What value is written to the SAS log?
Type your answer, then reveal.
Correct answer: 57
Explanation
On the first scan, && resolves to a single & and &j resolves to the loop value, so &&t&j becomes &t1, &t2 or &t3 and is resolved on the second scan. The %IF skips j=2, so only t1 and t3 are added: 12 + 45 = 57.
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Question #5
Which statement about the CALL SYMPUTX routine is true?
Correct answer: C
Explanation
CALL SYMPUTX trims leading and trailing blanks from the value, and it converts numeric values without writing blanks. The BEST12. conversion with leading blanks describes CALL SYMPUT. SYMPUTX can be used in a DATA step outside a macro, and its optional scope argument lets it write to a local or global symbol table.
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Question #6
The following program is submitted: proc sql; select age, count(*) as n from sashelp.class where sex='M' group by age having count(*) >= 2; quit; What is the sum of the values in the column n of the output?
Type your answer, then reveal.
Correct answer: 7
Explanation
Among the 10 male students, the ages 11, 13 and 16 each occur once, so HAVING removes them. Age 12 occurs 3 times, and ages 14 and 15 occur twice each. The sum is 3 + 2 + 2 = 7.
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Question #7
The following DATA step is submitted: data _null_; str='SAS programming is fun, SAS is useful'; x=count(str,'sas','i') + findw(str,'is'); put x=; run; What value is written to the SAS log for x?
Type your answer, then reveal.
Correct answer: 19
Explanation
COUNT with the i modifier ignores case and finds SAS twice. FINDW returns the starting position of the first whole word is, which begins at position 17 (SAS and a blank take 4 characters, programming takes 11, and one more blank follows). The result is 2 + 17 = 19.
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Question #8
Which system option writes the SAS statements generated by macro execution to the SAS log? Enter the option name only.
Type your answer, then reveal.
Correct answer: MPRINT
Explanation
MPRINT displays the SAS code that a macro generates after all macro processing is complete, which helps confirm that the statements are what the programmer intended. MLOGIC traces execution flow and SYMBOLGEN reports macro variable resolution.
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Question #9
Submit the following program: %let path = /data/reports/sales_2024.csv; %let file = %scan(&path, -1, /); %let name = %scan(&file, 1, .); %let tag = %upcase(%substr(&name, 1, 5)); %let len = %sysfunc(length(&name)); %let result = &tag&len; %put &result; What value is written to the log for the macro variable RESULT? Enter the value exactly as it appears in the log.
Type your answer, then reveal.
Correct answer: SALES10
Explanation
%SCAN with a count of -1 scans from the right, so FILE is sales_2024.csv. Scanning that with a period as the delimiter returns sales_2024, which has 10 characters (LENGTH via %SYSFUNC). %SUBSTR takes the first five characters, sales, and %UPCASE converts them to SALES. The two values are concatenated as SALES10.
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Question #10
The following programs are submitted: data work.scores; input id score @@; datalines; 3 70 1 85 2 90 1 60 3 95 ; data _null_; if 0 then set work.scores; declare hash h(dataset:'work.scores', ordered:'a'); h.definekey('id'); h.definedata('id', 'score'); h.definedone(); h.output(dataset:'work.out'); run; What is the value of score in the last observation of work.out?
Type your answer, then reveal.
Correct answer: 70
Explanation
MULTIDATA is not specified, so the hash object holds one item per key. When loading from a data set, the first observation for each key is kept and later duplicates are ignored, giving id 3 with score 70, id 1 with 85 and id 2 with 90. ORDERED:'a' writes work.out in ascending key order, so the last observation is id 3 with score 70.
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Discussion
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FAQ
Learn More: https://www.sas.com/en_us/certification.html
- Q1: What is the A00-232 - SAS Certified Specialist: Advanced Programming Using SAS 9.4 exam?
- A: A00-232 - SAS Certified Specialist: Advanced Programming Using SAS 9.4 is a certification exam offered by SAS Institute.
- Q2: How should I prepare for A00-232 - SAS Certified Specialist: Advanced Programming Using SAS 9.4?
- A: Work through the A00-232 - SAS Certified Specialist: Advanced Programming Using SAS 9.4 practice questions here, checking your answer on each one, then sit the practice test to rehearse the exam under timed conditions before the real thing.
- Q3: Are these real A00-232 - SAS Certified Specialist: Advanced Programming Using SAS 9.4 exam questions?
- A: They are drawn from officially released past questions and from community members who have sat A00-232 - SAS Certified Specialist: Advanced Programming Using SAS 9.4. Answers are verified and updated weekly.
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- A: Register through SAS Institute directly. Exampractice is not affiliated with SAS Institute and does not administer the exam.
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- A: Yes. Every A00-232 - SAS Certified Specialist: Advanced Programming Using SAS 9.4 page shows a free sample of real questions. Upgrading opens the full bank and the practice test.
- Q6: What are SAS Institute Certification Exams?
- A: SAS Institute Certification Exams validate your expertise in using SAS software for data analytics, business intelligence, and data management. These certifications demonstrate your proficiency in applying SAS technologies to analyze data, generate insights, and support data-driven decision-making.
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- A: SAS Certification enhances your professional credibility, showcasing your skills and knowledge in data analytics and SAS software. This can lead to better job opportunities, higher salaries, and career advancement in data analysis, business intelligence, and data science roles.
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- A: Benefits include recognition as a certified SAS professional, improved job performance, access to exclusive resources, continuing education opportunities, and staying current with the latest SAS technologies and best practices.
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- A: Data analysts, data scientists, business analysts, statisticians, and anyone involved in data management and analysis using SAS software should consider these certifications to validate their expertise and advance their careers.
- Q10: What types of SAS Certification Exams are available?
- A: SAS offers various certification paths, including:
- Q11: How do I prepare for SAS Certification Exams?
- A: Preparation can include official SAS training courses, study guides, practice exams, online tutorials, and hands-on experience with SAS products and solutions.
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- A: SAS Certification Exams can be taken online with remote proctoring or at authorized Pearson VUE testing centers worldwide, providing flexibility to fit your schedule and location.
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- A: Some exams may have prerequisites, such as foundational knowledge or prior experience with SAS software. Check the specific requirements for each certification path on the SAS certification website.
- Q15: How often do I need to recertify for SAS Certifications?
- A: SAS Certifications typically do not require mandatory recertification. However, staying updated with the latest SAS technologies and continuing professional development is recommended to maintain your skills and relevance in the industry.