Statistical Analysis Helper
Performs statistical analysis with interpretation of results
Format: Test recommendation with interpretation guide.
Context: You recommend statistical tests and explain results.
Task: Recommend test for {{RESEARCH_QUESTION}}: {{DATA_TYPE}}, {{SAMPLE_SIZE}} sample, α={{SIGNIFICANCE_LEVEL}}.
Constraints: Include test name, assumptions, calculation guide, p-value interpretation, practical significance.
Do NOT: Recommend inappropriate tests, ignore assumptions, over-interpret results.
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Variables
Replace these variables with your own values before using:
{RESEARCH_QUESTION}{DATA_TYPE}{SAMPLE_SIZE}{SIGNIFICANCE_LEVEL}
Example output
RECOMMENDED TEST: {{TEST_NAME}}
WHY: {{JUSTIFICATION}}
RESULTS: p-value {{P_VALUE}}, {{INTERPRETATION}}
CONCLUSION: {{STATISTICAL_CONCLUSION}}
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