### All AP Statistics Resources

## Example Questions

### Example Question #1 : Significance Logic And Establishing Hypotheses

A pretzel company advertises that their pretzels contain less than 1.0g of of sodium per serving. You take a simple random sample of 10 pretzel servings, and calculate that the mean amount of sodium is 1.20 g, with a standard deviation of 0.1 g.

At the 95% confidence level, does your sample suggest that the pretzels actually have *higher* than 1.0g of sodium per serving?

**Possible Answers:**

Yes, because t= 6.32 and p=0.00006847

No, because t=6.32 and p=0.00006847

No, because t=6.22 and p=0.96593153

Yes, because t= 6.32 and p=0.00013694

No, because t=6.32 and p=0.99993153

**Correct answer:**

Yes, because t= 6.32 and p=0.00006847

This is a one- tailed t-test. It is one-tailed because the question asks whether the pretzel's mean is actually *higher, *so we are only interested in the right hand tail. We will be using the t-distribution because the population standard deviation is not known.

First we write our hypotheses:

Now we need the appropriate formula for a t-test. We will be using standard error because we are working with the standard deviation of a sampling distribution.

Now we fill in the values from our problem

Now we must look up the t-critical value, or use technology to find the p-value.

We must find the t-critcal value by finding

Because our test statistic 6.32 is more extreme than our critical value, we reject our null hypothesis and conclude that the pretzels do have a higher mean than 1.0.

If you calculated a p-value using technology, p=0.00006884.

Because , we reject our null hypothesis and conclude that the pretzels do have a higher mean than 1.0 g.

### Example Question #23 : Significance

James goes to UCLA, and he believes that the atheletes of UCLA are better runners, than the country average. He did a bit of a research and found that the national average time for a two-mile run for college atheletes is min with a standard deviation of minute. He then sampled UCLA atheletes and found that their average two-mile time was minutes.

Is James' data statistically significant? Can we confirm that UCLA atheletes are better than average runners? And if so, to which level of certainty: , , ,

**Possible Answers:**

Yes, to a certainty of

Yes, to a certainty of

Yes, to a certainty of

Yes, to a certainty of

No, the data is not statistically significant

**Correct answer:**

Yes, to a certainty of

Using a Z-test (we have population SD, not sample SD) and a population of , we arrive at a P-value of , which is lower than , but above .