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Accuracy Quote by William Sealy Gosset

“Conclusions I. A curve has been found representing the frequency distribution of standard deviations of samples drawn from a normal population. II. A curve has been found representing the frequency distribution of values of the means of such samples, when these values are measured from the mean of…” quote by William Sealy Gosset
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“Conclusions I. A curve has been found representing the frequency distribution of standard deviations of samples drawn from a normal population. II. A curve has been found representing the frequency distribution of values of the means of such samples, when these values are measured from the mean of the population in terms of the standard deviation of the sample... III. Tables are given by which it can be judged whether a series of experiments, however short, have given a result which conforms to any required standard of accuracy or whether it is necessary to continue the investigation.”

William Sealy Gosset

About This Quote

Source Paper: The Probable Error of a Mean, 1908

A statistical method was created to assess how sample means vary and to decide if more data are needed to meet a desired accuracy.

In simple terms: A way to judge if experiments are accurate enough.

Key Takeaway

Use the tables to determine when to stop testing.

Themes

statistics measurement confidence experiment accuracy

Mood

analytical practical

Type

technical educational

When to use this quote

  • quality control
  • clinical trials
  • manufacturing
  • research studies
  • survey analysis

Key Concepts

sampling distribution standard error confidence intervals

Questions to Reflect On

  • Is your sample size sufficient for reliable conclusions?
  • How do you handle non‑normal data?
A Different Perspective

The method assumes normality and may be less reliable with small or skewed samples.

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