Lihua Su
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The role of exploratory research versus hypothesis‑driven work
Hypothesis‑driven work is highly valued, but open‑ended exploratory work can also spark major breakthroughs. How do you balance exploratory data work and formal hypothesis testing within your projects?
Fang Fang, Ethan Cook and 28 others6 CommentsView more comments-
Exploratory analysis is amazing for generating new hypotheses, not for proving final conclusions.
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Always separate your exploratory dataset from your hold‑out test set to avoid circular reasoning.
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