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Confidence intervals: IB Mathematics: Applications & Interpretation questions with answers Free Confidence intervals questions for IB Mathematics: Applications & Interpretation (SL & HL), HL only, part of Statistics & probability. Each question has the answer and the marking points an examiner would look for.
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Confidence intervals practice questions Question 1 Structured · 5 marks A* challenge
The lengths of leaves are normally distributed with standard deviation 4 mm. A random sample of 36 leaves has mean 59.5 mm.
(a) Find a 95% confidence interval for the mean length.
[3] (b) State how many leaves would be needed to halve the width of the interval.
[1] (c) A botanist claims the mean is 61.81 mm. Comment on this claim.
[1] Show answers and mark scheme Part Answer and marking points Marks (a) 58.19 < μ < 60.81z-interval (M1) 58.19 A1 60.81 A1
3 (b) 144144 A1
1 (c) outside the intervalthe value lies outside the interval, so the claim is not supported R1
1
Question 2 Structured · 5 marks
The masses, in grams, of a random sample of 12 bags of flour are shown. 359, 341, 347, 365, 354, 348, 338, 340, 342, 363, 335, 360
(a) Find the sample mean and the unbiased estimate of the population variance.
[2] (b) Find a 95% confidence interval for the population mean, assuming the masses are normally distributed.
[3] Show answers and mark scheme Part Answer and marking points Marks (a) 349; 110x̄ = 349 A1 sn−1 2 = 110 A1
2 (b) 342.7 < μ < 356.0t-interval (σ unknown) (M1) 11 degrees of freedom (A1) 342.7 < μ < 356.0 A1
3
Question 3 Structured · 4 marks
A random sample of 40 bags of rice has mean mass 54.2 kg and standard deviation 6.8 kg.
Find a 95% confidence interval for the mean mass of all bags, and state whether the manufacturer’s claim of 57 kg is supported.
[4] Show answers and mark scheme Part Answer and marking points Marks (52.1, 56.3)GDC interval (M1) (52.1, 56.3) A2 57 is outside the interval R1
4
Question 4 Structured · 13 marks
The volume of drink in bottles has mean 250 ml and standard deviation 20 ml. The distribution of the volumes is not known.
(a) A sample of 36 bottles is taken. State the approximate distribution of the sample mean X̄, giving a reason.
[3] (b) Find the probability that the sample mean is less than 248 ml.
[2] (c) A different sample of 36 bottles has mean 245 ml. Find a 95% confidence interval for the population mean, assuming σ = 20.
[3] (d) Hence comment on the claim that the mean volume is 250 ml.
[2] (e) Find the least sample size needed for the width of a 95% confidence interval to be at most 4 ml.
[3] Show answers and mark scheme Part Answer and marking points Marks (a) X̄ ~ N(250, 11.1)central limit theorem, n large R1 mean 250 A1 variance 202 36 = 11.1 A1
3 (b) 0.274normal CDF with standard error (M1) 0.274 A1
2 (c) 238.5 < μ < 251.5z-interval (M1) 245 ± 1.96 × 20 √36 (A1) 238.5 < μ < 251.5 A1
3 (d) supported250 is in the interval R1 the claim is supported A1
2 (e) 3852 × 1.96 × 20 √n ≤ 4 (M1) solving for n (M1) 385 A1
3
Question 5 Structured · 5 marks A* challenge
The lengths of leaves are normally distributed with standard deviation 8 mm. A random sample of 36 leaves has mean 54.6 mm.
(a) Find a 95% confidence interval for the mean length.
[3] (b) State how many leaves would be needed to halve the width of the interval.
[1] (c) A botanist claims the mean is 58.21 mm. Comment on this claim.
[1] Show answers and mark scheme Part Answer and marking points Marks (a) 51.99 < μ < 57.21z-interval (M1) 51.99 A1 57.21 A1
3 (b) 144144 A1
1 (c) outside the intervalthe value lies outside the interval, so the claim is not supported R1
1
Question 6 Structured · 5 marks
The masses, in grams, of a random sample of 12 bags of flour are shown. 509, 498, 506, 502, 508, 507, 490, 489, 510, 491, 502, 515
(a) Find the sample mean and the unbiased estimate of the population variance.
[2] (b) Find a 95% confidence interval for the population mean, assuming the masses are normally distributed.
[3] Show answers and mark scheme Part Answer and marking points Marks (a) 502; 73.5x̄ = 502 A1 sn−1 2 = 73.5 A1
2 (b) 496.8 < μ < 507.7t-interval (σ unknown) (M1) 11 degrees of freedom (A1) 496.8 < μ < 507.7 A1
3
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