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Testing for zero correlationEdexcel A-Level Further Maths: Mind map

Hypotheses
Critical values

Testing correlation

H0: rho = 0

hypothesescritical valueconclusionassumptions
Decision
Conclusion
Assumptions

Exam questions on Testing for zero correlation

  1. For a random sample of 10 adults, the product moment correlation coefficient between weekly hours of exercise and resting heart rate is r=−0.60r=-0.60. A test is to be carried out, at the 5% significance level, to see whether there is any correlation between the two variables in the population.
    The researcher now only wants to test for negative correlation, using H0:ρ=0H_0:\rho=0 and H1:ρ<0H_1:\rho<0 at the 5% significance level. Using the critical value −0.5494-0.5494, carry out the test and state your conclusion in context.2 marks
  2. A teacher ranks 8 students by their coursework mark and by their end-of-year examination mark. Spearman's rank correlation coefficient between the two sets of ranks is rs=0.69r_s=0.69. The teacher tests, at the 5% significance level, whether there is positive correlation between coursework and examination performance.
    Using the critical value 0.64290.6429, complete the test and state your conclusion in context.2 marks
  3. A farmer applies different masses of fertiliser to 12 randomly chosen plots of land. The product moment correlation coefficient between the mass of fertiliser and the crop yield is r=0.65r=0.65.
    Test, at the 5% significance level, whether there is positive correlation between the mass of fertiliser and the crop yield. Use the critical value 0.49730.4973 and state the hypotheses clearly.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).