Sign In

9.13 : Testing a Claim about Standard Deviation

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

From Chapter 9:

article

Now Playing

9.13 : Testing a Claim about Standard Deviation

Hypothesis Testing

2.3K Views

article

9.1 : What is a Hypothesis?

Hypothesis Testing

6.2K Views

article

9.2 : Null and Alternative Hypotheses

Hypothesis Testing

6.8K Views

article

9.3 : Critical Region, Critical Values and Significance Level

Hypothesis Testing

10.7K Views

article

9.4 : P-value

Hypothesis Testing

5.8K Views

article

9.5 : Types of Hypothesis Testing

Hypothesis Testing

21.7K Views

article

9.6 : Decision Making: P-value Method

Hypothesis Testing

4.6K Views

article

9.7 : Decision Making: Traditional Method

Hypothesis Testing

3.6K Views

article

9.8 : Hypothesis: Accept or Fail to Reject?

Hypothesis Testing

25.7K Views

article

9.9 : Errors In Hypothesis Tests

Hypothesis Testing

3.5K Views

article

9.10 : Testing a Claim about Population Proportion

Hypothesis Testing

3.0K Views

article

9.11 : Testing a Claim about Mean: Known Population SD

Hypothesis Testing

2.5K Views

article

9.12 : Testing a Claim about Mean: Unknown Population SD

Hypothesis Testing

3.2K Views

JoVE Logo

Privacy

Terms of Use

Policies

Research

Education

ABOUT JoVE

Copyright © 2025 MyJoVE Corporation. All rights reserved