A complete procedure to test a claim about population standard deviation or population variance is explained here.

The hypothesis testing for the claim of population standard deviation (or variance) requires the data and samples to be random and unbiased. The population distribution also must be normal. There is no specific requirement on the sample size as the estimation is based on the chi-square distribution.

As a first step, the hypothesis (null and alternative) concerning the claim about population SD (or variance) should be stated clearly and expressed symbolically. The hypothesis generally claim a certain value of SD or variance to be tested. Samples provide sample SD or variance. Using both these values, the test statistic is calculated.

The critical value here depends on the sample size (or the degrees of freedom) calculated from the chi-square distribution. Based on the directionality in the alternative hypothesis, the test can be left-tailed, right-tailed, or two-tailed. The sample test statistic is compared with the critical chi-square value generally calculated at a 95% or 99% confidence level. Otherwise, P-value is obtained and compared with the significance level of 0.05 or 0.01 to conclude the hypothesis test.

Tags
Standard DeviationPopulation VarianceHypothesis TestingChi square DistributionSample SizeCritical ValueTest StatisticNull HypothesisAlternative HypothesisDegrees Of FreedomConfidence LevelP valueSignificance Level

Dal capitolo 9:

article

Now Playing

9.13 : Testing a Claim about Standard Deviation

Hypothesis Testing

2.4K Visualizzazioni

article

9.1 : Che cos'è un'ipotesi?

Hypothesis Testing

8.2K Visualizzazioni

article

9.2 : Ipotesi nulle e alternative

Hypothesis Testing

7.2K Visualizzazioni

article

9.3 : Regione critica, valori critici e livello di significatività

Hypothesis Testing

11.1K Visualizzazioni

article

9.4 : Valore P

Hypothesis Testing

6.2K Visualizzazioni

article

9.5 : Tipi di verifica delle ipotesi

Hypothesis Testing

23.9K Visualizzazioni

article

9.6 : Processo decisionale: metodo del valore P

Hypothesis Testing

4.7K Visualizzazioni

article

9.7 : Processo decisionale: metodo tradizionale

Hypothesis Testing

3.7K Visualizzazioni

article

9.8 : Ipotesi: accettare o non rifiutare?

Hypothesis Testing

26.4K Visualizzazioni

article

9.9 : Errori nei test di ipotesi

Hypothesis Testing

3.8K Visualizzazioni

article

9.10 : Testare un'affermazione sulla proporzione della popolazione

Hypothesis Testing

3.1K Visualizzazioni

article

9.11 : Verifica di un'affermazione sulla media: popolazione nota SD

Hypothesis Testing

2.6K Visualizzazioni

article

9.12 : Verifica di un'affermazione sulla media: popolazione sconosciuta SD

Hypothesis Testing

3.3K Visualizzazioni

JoVE Logo

Riservatezza

Condizioni di utilizzo

Politiche

Ricerca

Didattica

CHI SIAMO

Copyright © 2025 MyJoVE Corporation. Tutti i diritti riservati