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IB Mathematics: Applications and Interpretation HL · 13.4: Hypothesis Testing · 13.4.11
Name Date
Critical regions for a test of a mean Problem set A
Find critical values with the inverse normal on the distribution of the sample mean under H0. Give critical values to 3 significant figures.
Difficulty: first skills applying them stretch
Skills
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Find the critical region for each test of a mean. Give critical values to 3 significant figures.
- (a) H0: μ = 64; H1: μ < 64; 5% significance level; n = 25; population standard deviation σ = 5.
- (b) H0: μ = 2.4; H1: μ < 2.4; 1% significance level; n = 36; population standard deviation σ = 0.3.
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Find the critical region for each test of a mean. Give critical values to 3 significant figures.
- (a) H0: μ = 120; H1: μ > 120; 5% significance level; n = 30; population standard deviation σ = 15.
- (b) H0: μ = 0.85; H1: μ > 0.85; 2% significance level; n = 20; population standard deviation σ = 0.1.
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Find the critical region for each test of a mean. Give critical values to 3 significant figures.
- (a) H0: μ = 35; H1: μ ≠ 35; 5% significance level; n = 16; population standard deviation σ = 4.
- (b) H0: μ = 210; H1: μ ≠ 210; 10% significance level; n = 40; population standard deviation σ = 12.
In context
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The volume of coffee in a takeaway cup is normally distributed with mean 340 ml and standard deviation 6 ml. After a new dispenser is fitted, a café owner takes a random sample of 25 cups to test, at the 5% significance level, whether the mean volume has decreased.
- (a) State the hypotheses.
- (b) Find the critical region for the sample mean.
- (c) The sample mean volume is 337.6 ml. State the conclusion of the test.
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A courier's delivery times, in minutes, are normally distributed with mean 32 and standard deviation 7. After a change of route, the mean time for a random sample of 49 deliveries is 34.6 minutes. The courier tests, at the 1% significance level, whether the mean delivery time has increased.
- (a) Find the critical region for the sample mean.
- (b) Is the sample mean in the critical region? State the conclusion.
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Resistors are labelled 470 Ω. Their resistances are normally distributed with standard deviation 9 Ω. A sample of 30 resistors from a new supplier has mean 473.6 Ω. Test, at the 5% significance level, whether the mean resistance has changed.
- (a) Find the critical region for the sample mean.
- (b) State the conclusion of the test.
Stretch
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A cable maker claims a mean breaking load of 800 N, with standard deviation 40 N. A buyer tests H0: μ = 800 against H1: μ < 800 at the 5% significance level.
- (a) Find the critical value when the sample has 16 cables.
- (b) Find the critical value when the sample has 64 cables.
- (c) Explain why the critical value in part (b) is closer to 800 N.
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A test of H0: μ = 100 against H1: μ < 100 uses a sample of 36 observations from a normal population with standard deviation 12. The critical region is \(\bar X < 96\). Find the significance level of the test.
jmaths.xyz · AI HL · 13.4.11 Critical values and critical regions for a test of a mean