A company claims that a proportion of 0.25 of its customers are satisfied. In a random survey of 250 customers, 81 say they are satisfied. Find the test statistic z for H₀: p = 0.25.
Hypothesis tests & confidence intervals worksheet with answers
A supplier claims that the mean breaking strength of a cable is 50 kN; you suspect it is higher. The standard deviation is known to be 8 kN. You will take a sample of 64 cables and test H₀: μ = 50 kN against H₁: μ > 50 kN at α = 0.10. Above which sample mean x̄c will you reject H₀?
A sample of 16 students has a mean score of 123.5 and a sample standard deviation of 20. Find the test statistic t for H₀: μ = 120.
Two production lines make the same part. Line 1: a sample of 50 parts has mean length 59.5 mm, and the line's known standard deviation is 19 mm. Line 2: a sample of 40 parts has mean 55.7 mm, known standard deviation 11 mm. Find the test statistic z for H₀: μ₁ = μ₂, taking the difference as x̄₁ − x̄₂ (line 1 minus line 2).
A sample of 49 measurements has mean 201.1. The population standard deviation is 8. Find the lower limit L of the 90% confidence interval for the mean.
A one-sided z test at α = 0.05 must detect a shift of the mean of 3 units with a power of 90%. The standard deviation is 19. Find the minimum sample size n.
Answer key
- 1. z = 2.702
- 2. x̄c = 51.28 kN
- 3. t = 0.7
- 4. z = 1.187
- 5. L = 199.2
- 6. n = 344
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