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O*NET detailed work activityDetermine appropriate methods for data analysis
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6 jobs11 tasks
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Part of Determine operational methods or procedures, under the O*NET work activity group Making Decisions and Solving Problems. Individual tasks below can carry a different label when their own wording calls for it (0 AI-ready, 11 AI-assist, 0 stays human).
Tasks built on this activity
- Evaluate the statistical methods and procedures used to obtain data to ensure validity, applicability, efficiency, and accuracy.
- Determine whether statistical methods are appropriate, based on user needs or research questions of interest.
- Specify manipulative or computational methods to be applied to models.
- Review clinical or other medical research protocols and recommend appropriate statistical analyses.
- Plan data collection methods for specific projects, and determine the types and sizes of sample groups to be used.
- Calculate sample size requirements for clinical studies.
- Apply sampling techniques, or use complete enumeration bases to determine and define groups to be surveyed.
- Develop computational methods for solving problems that occur in areas of science and engineering or that come from applications in business or industry.
- Perform validations or transfers of analytical methods in accordance with applicable policies or guidelines.
- Apply sampling techniques to determine groups to be surveyed or use complete enumeration methods.