Worked solution
Test a revision-time claim and find a minimum sample size
A teacher claims that the average time a student spends on mathematics revision per day is 120 minutes. A random sample of 150 students is observed and the time, min, that each student spends on mathematics revision per day noted. It is found that
(i) Test, at the 1% level of significance, whether the teacher has overstated the average time spent on mathematics revision per day by a student. marks
(ii) Using the unbiased estimate of the population variance in (i), what is the least number of students that is required in a sample whose mean is 110 hours to arrive at a different conclusion from that in part (i)? marks
[2009/NYJC/II/7(a)(modified)]
CJC · Review problems · Question 1
Answer
min, ; , : do not reject at 1%. Intended part (ii), with 110 minutes: minimum .
(i) Estimate the mean and variance
minutes. The unbiased variance estimate is
(i) Hypotheses and p-value method
Let be the population mean daily revision time in minutes. Test against . With the large random sample, under , by the CLT, using the estimated variance. Thus The left-tail p-value is . Do not reject : there is insufficient evidence at 1% that the teacher overstated the mean. The source calculator workflow is Z-Test, Stats, null mean 120, estimated standard deviation , sample mean 110, n 150, alternative less-than; it displays z≈−2.236067977 and p≈.0126736174.
(i) Critical-value method
The 1% lower-tail critical value is . Reject when . Since is to the right of this boundary, the same non-rejection conclusion follows. The comparison diagram shades the 1% rejection tail.
(ii) Interpret the inconsistent unit before solving
The printed “110 hours” conflicts with all the minute-based data and the source working. To reproduce the intended question, take the new mean to be 110 minutes and retain the 1% level and . Rejection requires Therefore , so the least integer is . At n 162, p≈.01007; at n 163, p≈.00988, straddling .01. If 110 hours were literal, the mean would be 6600 minutes and could never reject in this lower-tail direction;163 is conditional on the intended minute unit.
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Common mistakes
Do not silently convert a printed unit error into a different test. The source result 163 assumes 110 minutes, not 110 hours.
Solution notes
Printed question (ii) says 110 hours; intended unit is minutes, as shown by its working. Source statistic numerator says Xbar−300 rather than Xbar−120; source critical-method headings say 10% although the tail, critical value and requested test are 1%. These slips are recorded rather than propagated. Source n-bound 162.35 uses rounded critical values.