Lesson 2.05c
2.05c Sampling and significance Quiz: OCR Maths, Unit 15
20 questions
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Lesson 2.05c, Sampling and significance: 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
-
If X ~ N(50, 16) and n = 4, what is the distribution of the sample mean?
- N(50, 4)
- N(25, 4)
- N(50, 8)
- N(50, 16)
-
A sample is used in statistical hypothesis testing to make an inference about what?
- The critical region
- The population
- The test statistic
- The significance level
-
If X ~ N(100, 25) and sample size n = 25, what is the variance of X_bar?
- 1
- 0.2
- 25
- 5
-
What term describes the set of values of the test statistic that leads to rejecting H0?
- Acceptance region
- Rejection region
- Sample space
- Confidence interval
-
If X ~ N(20, 9) and a sample of size n = 9 is taken, what is Var(X_bar)?
- 9
- 81
- 3
- 1
-
When conducting a hypothesis test, what type of variable is the sample mean X_bar?
- Population mean
- Fixed constant
- Random variable
- Constant parameter
-
If the significance level of a test is 5%, what is the maximum Type I error probability?
- 0.95
- 0.01
- 0.50
- 0.05
-
If X ~ N(mu, 36) and n = 4, what is the standard deviation of X_bar?
- 6
- 3
- 9
- 1.5
-
In a 1% significance level test, what is the probability of incorrectly rejecting H0?
- At most 0.10
- At most 0.01
- At least 0.99
- Exactly 0.05
-
If X ~ N(40, 100) and n = 100, what is the standard error of the mean?
- 10
- 100
- 0.1
- 1
-
What region on a test distribution corresponds to p-values smaller than the significance level?
- Acceptance region
- Critical region
- Null region
- Sample region
-
If X ~ N(mu, sigma^2), what is the mean of the random variable X_bar?
- mu
- mu / n
- n * mu
- mu / sqrt(n)
-
What value is compared against the significance level to decide whether to reject H0?
- Standard error
- Sample mean
- p-value
- Variance
-
If X ~ N(10, 16) and sample size n = 16, what is the standard deviation of X_bar?
- 1
- 16
- 0.25
- 4
-
Why do statisticians use a sample statistic instead of a population parameter?
- Samples eliminate all bias
- Population parameters are unknown
- Calculations are prohibited
- Populations are always small
-
If a sample size n increases, what happens to the variance of the sample mean X_bar?
- Becomes zero
- Decreases
- Increases
- Stays constant
-
What defines the critical value in a statistical hypothesis test?
- Population variance limit
- Boundary of rejection region
- Observed test statistic
- The sample mean value
-
If X ~ N(0, 64) and n = 16, what is the distribution of X_bar?
- N(0, 4)
- N(0, 16)
- N(0, 2)
- N(0, 64)
-
For a discrete test at a 5% significance level, the actual rejection probability is what?
- At most 5%
- At least 10%
- Greater than 5%
- Exactly 5%
-
What does rejecting H0 at a specified significance level indicate?
- Absolute certainty
- Evidence against H0
- Proof H0 is false
- Proof H1 is true
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