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Variance of a Normal distribution and the F-testEdexcel A-Level Further Maths: Mind map

Chi-squared
Variance test

Variance tests

chi-squared and F

χ²Fn − 1
Interval
F-test
Conclusions

Exam questions on Variance of a Normal distribution and the F-test

  1. The lengths of bolts produced by a machine are Normally distributed. The manufacturer states that the population variance is 1.61.6 mm2^2. A random sample of 1616 bolts has sample variance s2=2.5s^2=2.5 mm2^2. A test is carried out to see whether the variance is greater than stated.
    The upper 5%5\% point of χ152\chi^2_{15} is 24.99624.996. Complete the test at the 5%5\% significance level and state your conclusion in context.2 marks
  2. A random sample of 1010 observations from a Normal population has sample variance s2=8.4s^2=8.4. A 90%90\% confidence interval for the population variance σ2\sigma^2 is to be found using the χ2\chi^2 distribution.
    A claim is made that σ2=25\sigma^2=25. Use your interval to comment on this claim, stating the significance level of the corresponding test.2 marks
  3. Independent random samples are taken from two Normal populations. Sample 11: n1=12n_1=12, s12=14.4s_1^2=14.4. Sample 22: n2=9n_2=9, s22=5.6s_2^2=5.6. A test is carried out of whether the two populations have equal variances.
    State suitable hypotheses and calculate the test statistic.3 marks
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Written by the Exaim team, led by Shaun Daswani (Head of Upper Secondary, Improve ME Institute; MSc Financial Mathematics, Imperial College London; BSc, UCL) and Jason Daswani (operational lead, Improve ME Institute; LSE).