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Introduce SAS Institute A00-282 Exam
The SAS Certified Professional: Clinical Trials Programming Using SAS 9.4 is a prestigious certification from SAS that signifies one’s abilities to:
- Understand the process and data structures of clinical trials.
- Access, manage, and modify clinical trials data.
- Implement statistical procedures for analyzing clinical trials data.
- Use macro programming for manipulating clinical trials data.
- Document the results of clinical trials.
- Authenticate the reporting of clinical trials data.
To achieve this certification, candidates must pass the A00-282 exam. The exam consists of 60-70 multiple-choice and short-answer questions, with a total duration of 110 minutes. A minimum score of 68% is required to pass. Prior to taking the A00-282 exam for the SAS Certified Professional: Clinical Trials Programming Using SAS 9.4 certification, candidates should:
- Fulfill the prerequisite of holding either the Base Programming Specialist or the Advanced Programming Professional certification.
- Complete the recommended training or possess equivalent experience.
- Have at least six months of experience working as a SAS programmer for clinical trials.
Learning A00-282 Exam Objectives Is Strongly Recommended
- Describe the clinical research process (phases, key roles, key organizations).
- Derive programming requirements from an SAP and an annotated Case Report Form.
- Identify the clinical trials domains.
- Identify key CDISC principals and terms.
- Describe the structure and purpose of the CDISC SDTM data model.
- Describe the structure and purpose of the CDISC ADaM data model.
- Trace data through the full programming process, from raw data to any of the mapped domains.
- Apply regulatory requirements to exported SAS data sets (SAS V5 requirements).
- Describe the contents and purpose of define.xml.
- Access DICTIONARY Tables using the SQL procedure.
- Examine and explore clinical trials input data (find outliers, missing vs. zero values).
- Derive variables by applying categorization and windowing techniques to existing variables.
- Store dates in a form that is acceptable for use with clinical trials
- Reshape SAS data sets:
- Calculate ‘change from baseline’ results.
- Obtain counts of events in clinical trials.
- Use FIRST./LAST. variables
- Use SAS procedures to obtain descriptive statistics for clinical trials data (FREQ, UNIVARIATE, MEANS, SUMMARY).
- Given information on data types (categorical vs. quantitative), determine whether a procedure can produce the requested analysis.
- Given sample code from a statistical procedure, identify syntax and/or semantic errors. (PROC FREQ, PROC TTEST, GLM, REG, )
- Create output data sets from statistical procedures.
- Follow instructions to be able to program for both Safety and Efficacy data.
- Create macro variables and set macro parameters.
- Access user-defined and automatic variables.
- Automate repeated tasks by defining and calling macros.
- Use system options to debug macros and display values of macro variables in the SAS log (MPRINT, SYMBOLGEN, MLOGIC,).
- Use PROC REPORT to produce tables and listings for clinical trials reports.
- Use ODS statements to produce and augment clinical trials reports.
- Create and work with graphs
- Explain the principles of programming validation in the clinical trial industry.
- Utilize the log file to validate clinical trial data reporting.
- Use programming techniques to validate clinical trial data reporting (PROC COMPARE, MSGLEVEL).
- Determine why two independent validation programs led to a different result.
- Identify elements that are not validated when comparing via PROC COMPARE. (titles, footnotes, and attributes such as formats or labels depending on how they are added to a PROC-like REPORT)
- Identify and Resolve data, syntax, and logic errors.
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