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Behinds Quote by T. Colin Campbell

“If you flip a coin three times and it lands on heads each time, it’s probably chance. If you flip it a hundred times and it lands on heads each time, you can be pretty sure the coin has heads on both sides. That’s the concept behind statistical significance—it’s the odds that the correlation (or…” quote by T. Colin Campbell
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“If you flip a coin three times and it lands on heads each time, it’s probably chance. If you flip it a hundred times and it lands on heads each time, you can be pretty sure the coin has heads on both sides. That’s the concept behind statistical significance—it’s the odds that the correlation (or other finding) is real, that it isn’t just random chance.”

T. Colin Campbell

About This Quote

Source Interview: The Food Evolution Podcast, 2018

Statistical significance shows when repeated results are unlikely due to chance, indicating a real effect.

In simple terms: Repeated results suggest a real effect, not random chance.

Key Takeaway

Use enough data to confirm findings.

Themes

statistics science critical thinking

Mood

analytical inquisitive

Type

educational informative

When to use this quote

  • research studies
  • clinical trials
  • market analysis
  • quality control

Key Concepts

probability significance testing sample size

Questions to Reflect On

  • How many trials are needed for confidence?
  • What biases could affect your data?
A Different Perspective

Small samples can mislead; significance depends on assumptions.

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