Miami Heat Players	Points per Game
Jimmy Butler	21.5
Bam Adebayo	18.7
Duncan Robinson	13.1
Tyler Herro	15.1
Kendrick Nunn	14.6
Trevor Ariza	9.4
Victor Oladipo	12
Kelly Olynyk	10
Goran Dragi	13.4
Andre Iguodala	4.4
Avery Bradley	8.5
Nemanja Bjelica	5
Gabe Vincent	4.8
Dewayne Dedmon	7.1
Max Strus	6.1
KZ Okpala	2.5
Precious Achiuwa	5
Maurice Harkless	1.4
Meyers Leonard	3.3
Chris Silva	2.7
Udonis Haslem	4

LA Lakers Players:	Points per Game
LeBron James	25
Anthony Davis	21.8
Dennis Schrder	15.4
Kyle Kuzma	12.9
Kentavious Caldwell-Pope	9.7
Andre Drummond	11.9
Montrezl Harrell	13.5
Alex Caruso	6.4
Talen Horton-Tucker	9
Markieff Morris	6.7
Wesley Matthews	4.8
Marc Gasol	5
Ben McLemore	8
Damian Jones	5.4
Jared Dudley	0.5
Alfonzo McKinnie	3.1
Devontae Cacok	2
Quinn Cook	2.1
Kostas Antetokounmpo	0.8

1. What are the degrees of freedom?

2. Should we use a "one tailed" or a "two tailed" test for this?

3.What is the critical value for this statistical test?

A)1.562

B)2.049

C)2.021

D)1.701