The response times of two distinct cloud-based microservices, Alpha and Beta, were recorded under peak load conditions. A random sample of 80 requests to Service Alpha resulted in a mean response time of 242 ms with a standard deviation of 32 ms. A separate random sample of 120 requests to Service Beta resulted in a mean response time of 251 ms with a standard deviation of 45 ms.
Test, at the 1% significance level, whether there is evidence that the mean response time of Service Alpha is less than the mean response time of Service Beta. State your hypotheses clearly.
State two assumptions required for the validity of the test in part (a).
355 exam-style questions on OCR (MEI) A Level Maths 2.5 Statistical Hypothesis Testing, covering 2.5.1 Process and language of hypothesis testing, 2.5.2 When to apply 1-tail and 2-tail tests, 2.5.3 Significance level and incorrect rejection, 2.5.4 Null and alternative hypotheses (binomial), 2.5.5 Conduct a binomial hypothesis test, 2.5.6 Critical and acceptance regions (binomial), 2.5.7 Distribution of the sample mean (A-level only), 2.5.8 Hypothesis test for a single mean (A-level only), 2.5.9 Critical and acceptance regions (mean) (A-level only), 2.5.10 Correlation as closeness to a straight line (A-level only), 2.5.11 Inference using a correlation coefficient (A-level only), and 2.5 Statistical Hypothesis Testing. Each one has a worked solution and a mark scheme showing where the marks go.