Calcolatore Correzione Popolazione Finita

Applica la correzione per popolazione finita al calcolo dell'errore standard.

Corrected Standard Error

2.238307

FPC Factor0.895323
Sampling Fraction (n/N)0.2000
SE Reduction (%)10.4677

Corrected Standard Error vs Uncorrected Standard Error

Formula

How to Apply the Finite Population Correction

Formula

FPC = sqrt((N - n) / (N - 1))

Corrected SE = SE * FPC

When sampling without replacement from a finite population, the standard error is smaller than the infinite-population formula suggests. The FPC factor accounts for this. It is close to 1 when n is small relative to N, and approaches 0 as n approaches N (census).

Esempio Risolto

Standard error = 2.5, sample of 100 from a population of 500.

  1. 01Sampling fraction = 100/500 = 0.20 (20% of population)
  2. 02FPC = sqrt((500-100)/(500-1)) = sqrt(400/499) = sqrt(0.8016) = 0.8954
  3. 03Corrected SE = 2.5 * 0.8954 = 2.2384
  4. 04The standard error is reduced by 10.5%

Domande Frequenti

When should I apply the finite population correction?

Apply FPC when the sampling fraction (n/N) exceeds 5% (rule of thumb). For n/N < 0.05, FPC is close to 1 and can be ignored. For large populations (millions), the correction is almost never needed.

Why does the correction reduce the standard error?

When you sample a large fraction of the population, there is less uncertainty because you have already observed much of the population. In the extreme (census, n = N), the standard error is zero because you know the exact population parameter.

Does FPC apply to sampling with replacement?

No. FPC only applies to sampling without replacement. With replacement, each draw is independent of previous draws, and the population effectively remains infinite.

Impara

Understanding the Normal Distribution

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