Final answer:
To perform a hypothesis test with the given sample data, the t-distribution should be used.
Step-by-step explanation:
In this case, the distribution to use for a hypothesis test would be the t-distribution.
To perform a hypothesis test, we compare the sample mean (12.8) to the population mean (13) and take into account the sample size (20) and sample standard deviation (2).
- Define the null hypothesis (H0) and the alternative hypothesis (Ha).
- Choose the significance level (alpha).
- Calculate the test statistic using the formula: t = (sample mean - population mean) / (sample standard deviation / sqrt(sample size)).
- Determine the critical value(s) or p-value depending on the type of test (one-sided or two-sided).
- Compare the test statistic to the critical value(s) or p-value and make a decision whether to reject or fail to reject the null hypothesis.