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Data AnalysisTableIntermediate

相关不等于因果

用业务案例测试模型是否能识别混杂因素。

Prompt Content

Copy and paste directly into your model or internal evaluation tool.

数据显示使用功能A的用户付费率更高。产品经理认为功能A导致付费提升。请指出这个结论的问题,并设计一个更可靠的验证方案。

Use Cases

分析思维评测

Reference Output

可能有自选择偏差。可用随机实验、倾向评分、前后对照或分群分析辅助验证。

Scoring Rubric

看是否识别混杂,并提出可执行验证。

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