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| Section | Objectives |
|---|---|
| Error Handling and Debugging | - Handling data errors and missing values - Log analysis and debugging techniques |
| SQL Processing in SAS | - Joins and subqueries - SQL optimization basics - PROC SQL querying techniques |
| Advanced Data Handling Techniques | - ARRAY processing - Efficient data processing strategies - Hash objects and lookup tables |
| Macro Language Processing | - Dynamic code generation using macros - Macro programs and functions - Macro variables and resolution |
| Data Access and Manipulation | - Data step processing and iterative processing - Data transformation and reshaping - Reading and combining SAS data sets |
1. The SAS data set ONE has a variable X on which an index has been created. The data sets ONE and THREE are sorted by X.
Which one of the following SAS programs uses the index to select observations from the data set ONE?
A) data two;
set one;
set three key = X;
run;
B) data two;
set three;
set one (key = X);
run;
C) data two;
set three;
set one key = X;
run;
D) data two;
set three key = X;
set one;
run;
2. In which one of the following SAS programs is the SAS data set index named CHAR1 always used?
A) data three;
set one;
set two key = char1;
run;
B) data three;
set one;
where char1 in ('new york' 'los angeles');
run;
C) proc sql;
create table three as
select *
from one, two
where one.char1 > two.char1;
quit;
D) data three;
set one;
if char1 in ('new york' 'los angeles');
run;
3. The following SAS program is submitted:
data temp;
array points{2,3}_temporary_;
run;
Which one of the following is the maximum number of elements that are stored?
A) 2
B) 3
C) 6
D) 5
4. The SAS data set ONE consists of five million observations and has 25 variables.
Which one of the following SAS programs successfully creates three new variables TOTREV, TOTCOST, and PROFIT and requires the least CPU time to be processed?
A) data two;
set one;
where totrev > 1000;
totrev = sum(price * quantity);
totcost = sum(fixed,variable);
profit = sum(totrev,otcost);
run;
B) data two;
set one;
totrev = sum(price * quantity);
totcost = sum(fixed,variable);
profit = sum(totrev,otcost);
if totrev > 1000;
run;
C) data two;
set one;
totrev = sum(price * quantity);
if totrev > 1000;
totcost = sum(fixed,variable);
profit = sum(totrev,otcost);
run;
D) data two;
set one;
totrev = sum(price * quantity);
where totrev > 1000;
totcost = sum(fixed,variable);
profit = sum(totrev,otcost);
run;
5. The following SAS program is submitted:
data one;
do i = 1 to 10;
ptobs = ceil(ranuni(0) * totobs);
set temp point = ptobs
nobs = totobs;
output;
end;
stop;
run;
The SAS data set TEMP contains 2,500,000 observations. Which one of the following represents the possible values for PTOBS?
A) any integer between 1 and 10
B) any integer between 1 and 2,500,000
C) any real number between 0 and 1
D) any real number between 1 and 2,500,000
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: A | Question # 3 Answer: C | Question # 4 Answer: C | Question # 5 Answer: B |
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