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Hypothesis tests for a Normal meanEdexcel A-Level Maths: Mind map

What this mind map covers

  • Sample mean
  • Hypotheses
  • Test statistic
  • Critical region
  • Conclusion

Exam questions on Hypothesis tests for a Normal mean

  1. The masses of packets of cereal, in grams, are Normally distributed with standard deviation 4. The packets are labelled with a mean mass of 500 g. A consumer group suspects that the true mean mass μ\mu is less than 500 g. It tests this at the 1% significance level using a random sample of 25 packets, with sample mean Xˉ\bar X.
    Given that P(Z<−2.5)=0.0062P(Z<-2.5)=0.0062, state the conclusion of the test, in context.2 marks
  2. The time TT minutes taken by workers to assemble a component is Normally distributed with standard deviation 1.5. A supervisor claims that the mean time μ\mu is 12 minutes. A researcher believes that the mean time is different, and tests this at the 5% significance level using a random sample of 36 workers, with sample mean Tˉ\bar T.
    Find the critical values for Tˉ\bar T for this test.2 marks
  3. The lengths of rods made by a machine, in millimetres, are Normally distributed with standard deviation 0.8. The machine is set to produce rods with mean length 50. After maintenance the manager believes that the mean length μ\mu has increased. A random sample of 16 rods has mean length 50.45 mm.
    State the hypotheses for a test at the 5% significance level, and the distribution of the sample mean Xˉ\bar X if the null hypothesis is true.3 marks
See the full worksheet

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).