Your job is to determine if sample (the Miami Heat) differs from the whole population (the whole NBA) in the 2021-2022 season. In other words, are the players on the Miami Heat representative of the rest of the NBA in terms of points per game?

PLAYER'S NAME	POINTS PER GAME in 21-22 season
Bam Adebayo	19.1
Caleb Martin	9.2
Chris Silva	2.9
Dewayne Dedmon	6.3
Duncan Robinson	10.9
Gabe Vincent	8.7
Haywood Highsmith	2.3
Javonte Smart	5
Jimmy Butler	21.4
KZ Okpala	3.7
Kyle Guy	3.9
Kyle Lowry	13.4
Marcus Garrett	1.1
Markieff Morris	7.6
Max Strus	10.6
Mychal Mulder	7
Nik Stauskas	5.5
Omer Yurtseven	5.3
P.J. Tucker	7.6
Tyler Herro	20.7
Udonis Haslem	2.5
Victor Oladipo	12.4

1.Indicate the level of risk used in psychology

2.Determine the best statistical test to use

3.First, you'll have to calculate the SEM. Use the values provided and the formula in the book/lecture to calculate the SEM. Put your value below. Round your response out to two decimal places.

4.Now, Compute the test statistic (Use the formulas in the book / lecture to calculate the correct statistic). Round to three decimal places.

5.The value needed to reject the null hypothesis (the critical value) is _____

6.Based on your answer to the previous question, should you reject or fail to reject the null?