Lesson 2.05e
2.05e Correlation tests Quiz: OCR Maths, Unit 15
20 questions
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Lesson 2.05e, Correlation tests: 20 multiple choice questions for the OCR Maths (H240), Unit 15: Statistical Hypothesis Testing, written with Revision Ninja.
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The 20 questions
-
A population is normal with known variance sigma^2 and mean mu. For a sample of size n, what is the distribution of the sample mean X-bar?
- N(mu/n, sigma^2)
- N(mu, sigma^2)
- N(mu, sigma^2/n)
- N(mu, n sigma^2)
-
In a test of the mean of a normal distribution with known variance, what test statistic is used?
- z = (x-bar - mu0)/(sigma/sqrt(n))
- z = sigma/(x-bar - mu0)
- z = (x-bar - mu0)/sigma
- z = (x-bar - mu0) x sqrt(n)
-
What is the critical value for a two-tailed z-test at the 5% significance level?
- 1.960
- 2.576
- 1.645
- 2.326
-
What is the critical value for a one-tailed z-test at the 5% significance level, with the critical region in the upper tail?
- 2.326
- 1.960
- 1.282
- 1.645
-
What is the critical value for a two-tailed z-test at the 1% significance level?
- 2.576
- 1.645
- 3.090
- 2.326
-
A sample of 16 observations is taken from a normal population with variance 16. What is the standard error of the sample mean?
- 4
- 2
- 16
- 1
-
For H0: mu = 20, H1: mu != 20, sigma = 4, n = 16, and sample mean 22, what is z?
- 1
- 2
- 0.5
- 4
-
With sigma = 3, n = 9, H0: mu = 100 and H1: mu < 100, a sample mean of 98.5 is found. What is the test statistic?
- z = -4.5
- z = 1.5
- z = -1.5
- z = -0.5
-
For a lower one-tailed Z-test at the 5% significance level, what is the critical value?
- -1.645
- -1.960
- -2.326
- -2.576
-
With standard deviation sigma = 5 and sample size n = 25, what is the standard error of the mean?
- 1
- 25
- 5
- 0.2
-
A test of H0: mu = 20 against H1: mu > 20 has sigma = 4, n = 16 and sample mean 22. What is the p-value to 4 decimal places?
- 0.0228
- 0.0455
- 0.0668
- 0.9772
-
The value of Pearson's product-moment correlation coefficient r lies in which range?
- 0 to 1 only
- -1 to 1 inclusive
- -infinity to infinity
- 0 to 100
-
In a two-tailed correlation test with critical value 0.6319, what is the outcome for sample correlation r = 0.60?
- Accept H1
- Do not reject H0
- Reject H0
- Reject H1
-
For H1: rho > 0 with 5% critical value 0.5494, what is the outcome if sample correlation r = 0.60?
- Reject H0
- Test is invalid
- Do not reject H0
- Accept H0
-
What population distribution is assumed when conducting a hypothesis test for Pearson's correlation coefficient?
- Uniform
- Binomial
- Poisson
- Bivariate normal
-
For a two-tailed test with critical value 0.4438 and sample correlation 0.40, what is the outcome?
- Do not reject H0
- Reject H0
- Inconclusive
- Accept H1
-
What type of relationship between two variables does Pearson's correlation coefficient measure?
- Causation
- Non-linear association
- Exponential growth
- Linear association
-
A significant positive sample correlation between two variables indicates what about their relationship?
- Linear increase together
- Non-linear decrease
- Exact linear dependency
- Direct cause-and-effect
-
For a correlation test with alternative hypothesis H1: rho > 0, where is the critical region?
- Distribution centre
- Upper tail
- Lower tail
- Both tails
-
A researcher wants to test whether the sample mean of a normal population with known variance sigma^2 = 9 and n = 36 differs from mu0 = 50. Which standard error should be used in the test statistic?
- 3
- 9
- 0.5
- 1.5
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