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Date May 2016 Marks available 7 Reference code 16M.3sp.hl.TZ0.4
Level HL only Paper Paper 3 Statistics and probability Time zone TZ0
Command term Calculate and Determine Question number 4 Adapted from N/A

Question

The owner of a factory is asked to produce bricks of weight 2.2 kg. The quality control manager wishes to test whether or not, on a particular day, the mean weight of bricks being produced is 2.2 kg.

He therefore collects a random sample of 20 of these bricks and determines the weight, x kg, of each brick. He produces the following summary statistics.

x=42.0, x2=89.2

State hypotheses to enable the quality control manager to test the mean weight using a two-tailed test.

[2]
a.

(i)     Calculate unbiased estimates of the mean and the variance of the weights of the bricks being produced.

(ii)     Assuming that the weights of the bricks are normally distributed, determine the p-value of the above results and state the conclusion in context using a 5% significance level.

[7]
b.

The owner is more familiar with using confidence intervals. Determine a 95% confidence interval for the mean weight of bricks produced on that particular day.

[2]
c.

Markscheme

H0: μ=2.2; H1: μ2.2    A1A1

[2 marks]

a.

(i)     UE of mean =42.020 = 2.1     A1

UE of variance =89.21920×2.1219=0.0526 (119)     (M1)A1

Note:     Award (M0) for division by 20 where there is no subsequent use of 2019.

(ii)

t=1.95    (A1)

DF=19    (A1)

pvalue=0.0662    A1

Note:     Allow follow through from (b)(i). In particular, 0.05 for the variance gives t=2 and p-value 0.0600.

accept H0, or equivalent statement involving H0 or H1, indicating that the mean weight is 2.2kg     R1

Note:     Follow through the candidate’s p-value.

[7 marks]

b.

[1.99, 2.21]    A1A1

Note:     Allow follow through from (b)(i). In particular, 0.05 for the variance gives [2.00, 2.20].

[2 marks]

c.

Examiners report

Most candidates stated the correct hypotheses in (a).

a.

In (b)(i), the mean was invariably found correctly, although to find the variance estimate, quite a few candidates divided by 20 instead of 19. Incorrect variances were followed through in the next part of (b)(i). The t-test was generally well applied and the correct conclusion drawn. It was, however, surprising to note that many candidate used the appropriate formula to find the value of t and hence the p-value as opposed to using their GDC software.

b.

Part (c) was generally well answered.

c.

Syllabus sections

Topic 7 - Option: Statistics and probability
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