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Early Quote by Mary Cheney

“Early numbers are always wrong.” quote by Mary Cheney
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“Early numbers are always wrong.”

Mary Cheney

About This Quote

Source Interview: The Daily Show, 2010

Early estimates are often inaccurate; expect revisions.

In simple terms: Early numbers are usually wrong.

Key Takeaway

Expect and adjust for early errors.

Themes

accuracy prediction uncertainty

Mood

analytical pragmatic

Type

informative cautionary

When to use this quote

  • budget planning
  • project timelines
  • policy analysis
  • market forecasts

Key Concepts

statistics decision making

Questions to Reflect On

  • How do you verify early data?
  • When should you trust initial estimates?
A Different Perspective

Over‑reliance on early data can mislead.

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