Statistical Analysis Planner
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Submitted Jul 18AI evaluated Jul 18
Prompt
Plan appropriate statistical analyses for research data.
<study_design>
{RCT, cohort, case-control, cross-sectional}
</study_design>
<variables>
- Outcome: {primary and secondary outcomes}
- Predictors: {independent variables}
- Confounders: {potential confounding variables}
</variables>
<data_types>
{continuous, categorical, ordinal, time-to-event}
</data_types>
<sample_size>
{number of participants/observations}
</sample_size>
Plan analyses:
1. Descriptive statistics approach
2. Assumption checking procedures
3. Primary analysis selection with rationale
4. Handling missing data (multiple imputation?)
5. Adjustment for multiple comparisons
6. Sensitivity analyses
7. Effect size calculations
8. Software and packages to use
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