Lesson 2.05a
2.05a Language of hypothesis testing Quiz: OCR Maths, Unit 15
20 questions
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Lesson 2.05a, Language of hypothesis testing: 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
-
What does the null hypothesis H0 state in a statistical test?
- Sample mean equals zero
- Alternative outcome
- Significant difference
- No effect or change
-
What does the alternative hypothesis H1 represent in a statistical test?
- Default value
- No change
- Population variance
- Parameter change or effect
-
What does the significance level of a hypothesis test represent?
- P(reject H0 | H0 true)
- P(H0 is true)
- P(H1 is true)
- P(accept H0 | H0 false)
-
What does the p-value represent in a statistical hypothesis test?
- P(H0 is true)
- P(H1 is true)
- P(observed result | H0 true)
- Fixed significance threshold
-
A hypothesis test has H1: p != 0.4. What type of test is this?
- One-tailed test
- Two-tailed test
- Upper-tail test
- Lower-tail test
-
What is the critical region in a statistical hypothesis test?
- Significance level
- Test statistic value
- Values leading to rejection
- Acceptance region
-
What is a test statistic in a statistical hypothesis test?
- Pre-set significance level
- Hypothesised parameter value
- Critical region boundary
- Sample-derived decision value
-
A test has H0: p = 0.7 and H1: p < 0.7. Where is the critical region?
- Acceptance region
- Lower tail
- Upper tail
- Both tails
-
Which alternative hypothesis, H1, tests if a population mean mass, mu, has decreased from 500 g?
- mu = 500
- mu != 500
- mu < 500
- mu > 500
-
What quality does a statistical test conclusion express by using phrases like 'suggests evidence'?
- Mathematical certainty
- Uncertainty
- Deterministic truth
- Absolute proof
-
When sample evidence is not significant at the chosen level, what action is taken regarding H0?
- Accept H0
- Prove H0
- Reject H0
- Do not reject H0
-
A hypothesis test at the 5% significance level yields a p-value of 0.03. What decision is made?
- Inconclusive
- Reject H0
- Do not reject H0
- Accept H0
-
In a two-tailed test at the 5% significance level, what probability is in each tail?
- 2.5%
- 1%
- 5%
- 10%
-
A test at the 10% significance level gives a p-value of 0.08. What decision is made?
- Accept H0
- Do not reject H0
- Invalid test
- Reject H0
-
Why does failing to reject H0 not mean that H0 is true?
- Data is false
- H0 is disproven
- Insufficient sample evidence
- Proof of H1
-
Besides referencing the context, what must a formal test conclusion explicitly state?
- Sample variance
- Population size
- Critical value formula
- Significance level
-
What is the set of test statistic values for which H0 is not rejected called?
- Critical region
- Acceptance region
- Rejection region
- Significance level
-
How is the 5% significance level allocated in a one-tailed test?
- 10% in one tail
- 5% in both tails
- 2.5% in each tail
- 5% in one tail
-
A two-tailed test at the 5% level produces a p-value of 0.024. What is the outcome?
- Change significance level
- Reject H0
- Accept H0
- Do not reject H0
-
If H0 is true, what is the maximum probability of incorrectly rejecting it at a 5% level?
- 2.5%
- 95%
- 5%
- 0%
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