00:01
Let's say that we know that the average stop time for a car is 215 meters with the standard deviation of 2 .5 meters.
00:10
Now, there's a researcher that's claiming that the average should be lower than 215.
00:15
They take a sample of nine cars and they get an average of 220, sorry, of 12 .9 meters.
00:22
And they want you to find the p value associated with this situation.
00:30
Now, anytime you see words like claim and lower or like higher, that means that they're asking to perform a hypothesis test.
00:42
And a hypothesis test always has a null hypothesis and an alternative hypothesis.
00:49
The null hypothesis is things as they are known, right? and the alternative is what the researcher is trying to prove, right? so we basically know here that the researcher is trying to prove that our average is lower.
01:07
I suggest to always start with the alternate.
01:09
So the researcher is saying that that population mean of 215, that the actual mean is lower than that, right? and the null is like what it's known to be.
01:26
Is known to be equal to 215.
01:29
Right? so these are the like two things that we're basing our hypothesis test on.
01:37
Now, since we know the population mean and the population standard deviation, that means that like that we want to like calculate a z score.
01:51
And z is going to be equal to our sample mean minus our population mean.
02:00
Over our standard error, right, which is our population standard deviation over the square root of the sample size...