Lesson SG1
SG1 One sample t-test: AQA Further Maths, Unit 4
20 questions
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Lesson SG1, One sample t-test: 20 multiple choice questions for the AQA Further Maths (7367), Unit 4: Optional application 2: statistics, written with Revision Ninja.
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The 20 questions
-
For a one sample t-test of the mean of a normal distribution with unknown variance, which statistic is used?
- F = s1^2 / s2^2
- z = (x-bar - mu) / (sigma / sqrt(n))
- chi squared = sum of (O - E)^2 / E
- t = (x-bar - mu) / (s / sqrt(n))
-
For a one sample t-test with sample size n, how many degrees of freedom are used?
- n + 1
- n
- n - 1
- 2n - 1
-
In a one sample t-test with unknown population variance, what is used in place of the population standard deviation?
- The range of the sample
- The sample standard deviation s
- The population mean
- The standard error of the mean from a known sigma
-
Which assumption is needed for the one sample t-test for a mean?
- The population is uniform on [0, 1]
- The sample size is exactly 30
- The population is Poisson distributed
- The population is normally distributed
-
What does the null hypothesis state in a one sample t-test of a mean?
- The population mean equals a specified value mu0
- The sample standard deviation is zero
- The population variance is zero
- The sample mean is always larger than mu0
-
For a two-tailed one sample t-test with 9 degrees of freedom at the 5% level, what is the critical value?
- 2.093
- 1.833
- 2.262
- 2.228
-
For a one-tailed one sample t-test with 9 degrees of freedom at the 5% level, what is the critical value?
- 1.833
- 2.262
- 2.821
- 1.383
-
A sample of size n = 10 has sample mean 52 and sample standard deviation 4. Test H0: mu = 50. What is the t statistic, to 3 decimal places?
- 1.581
- 0.500
- 2.000
- 1.265
-
A sample of size n = 10 is used in a one sample t-test. What are the degrees of freedom?
- 9
- 8
- 11
- 10
-
For a sample with n = 10, mean 52, standard deviation 4, and H0: mu = 50, what is the conclusion at the 5% level with a two-tailed test?
- Reject H0, since 1.581 is greater than 2.262
- Do not reject H0, since 1.581 is less than 2.262
- Reject H0, since 1.581 is greater than 1.833
- Reject H1, since 1.581 is less than 2.262
-
A sample of size n = 16 has mean 20.5 and standard deviation 2. Test H0: mu = 20. What is the t statistic?
- 4.0
- 2.0
- 1.0
- 0.5
-
A sample of size n = 25 has mean 103 and standard deviation 10. Test H0: mu = 100. What is the t statistic?
- 5
- 3
- 1.5
- 0.3
-
For a two-tailed test at the 5% level with 24 degrees of freedom, what is the critical t value?
- 2.492
- 2.064
- 1.318
- 1.711
-
A sample of 9 values has sum of squared deviations from the mean equal to 32. What is the sample standard deviation s?
- 8/9
- 2
- sqrt(32/9)
- 4
-
For a one-tailed test of H1: mu > mu0 at the 5% level with 9 degrees of freedom, a t statistic of 1.9 is observed. What is the conclusion?
- The test cannot be carried out
- Do not reject H0
- Reject H0 in favour of H1
- Reject H1 in favour of H0
-
For a two-tailed test at the 1% level with 9 degrees of freedom, what is the critical t value?
- 2.821
- 3.250
- 3.690
- 2.262
-
A sample of 4 values is 4, 6, 8, 10. Test H0: mu = 6. What is the t statistic, to 3 decimal places?
- 0.775
- 2.582
- 1.000
- 0.387
-
A two-tailed test of H0: mu = 50 against H1: mu not equal to 50 gives t = -2.5 with 15 degrees of freedom. The two-tailed 5% critical value is 2.131. What is the conclusion?
- Reject H0 at 5% only if t is positive
- Do not reject H0, since 2.5 is less than 3
- Reject H0, since |t| = 2.5 exceeds 2.131
- Do not reject H0, since t is negative
-
Why is a t distribution used rather than a normal distribution in a one sample test when the population variance is unknown?
- Because the variance is estimated from the sample, adding uncertainty
- Because the population mean is unknown
- Because the sample size is always small
- Because the t distribution has a smaller variance than the normal
-
A two-tailed one sample t-test with 12 degrees of freedom gives t = 2.8. The critical values are 2.179 for 5% and 3.055 for 1%. What is the conclusion?
- Reject H0 at 5% but not at 1%
- Reject H0 at 10% only
- Do not reject H0 at 5%
- Reject H0 at 1%
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