Season Leader during the NBA 2020-2021 are as follows: PTS MPG 3PM RPG FT% FG% Nikola Jovic 27.2 36.0 1.4 11.5 0.840 0.569 Luka Doncic 27.9 34.9 2.3 8.7 0.788 0.462 Kevin Durant 29.5 35.9 2.7 7.4 0.872 0.529 Joel Embid 29.3 31.8 1.2 10.7 0.850 0.553 Giannis Antetokounmpo 27.1 32.8 1.1 11.2 0.611 0.561 James Harden 24.1 38.0 2.9 6.8 0.877 0.467 2.6 Bradley Beal Stephen Curry 33.2 35.2 5.1 0.882 0.473 29.4 33.7 4.8 5.4 0.937 0.481 Damian Lillard 29.1 36.1 4.1 4.5 0.936 0.457 LeBron James 25.5 34.2 2.8 7.7 0.712 0.497 See if there a significant effect of the following parameters(minutes per game [MPG], 3-point made per game [3PM). rebounds per game [RPG], free throw percentage [FT%] and file goal percentage (FG%] to the points acquired by player per game (PTS)
Correlation
Correlation defines a relationship between two independent variables. It tells the degree to which variables move in relation to each other. When two sets of data are related to each other, there is a correlation between them.
Linear Correlation
A correlation is used to determine the relationships between numerical and categorical variables. In other words, it is an indicator of how things are connected to one another. The correlation analysis is the study of how variables are related.
Regression Analysis
Regression analysis is a statistical method in which it estimates the relationship between a dependent variable and one or more independent variable. In simple terms dependent variable is called as outcome variable and independent variable is called as predictors. Regression analysis is one of the methods to find the trends in data. The independent variable used in Regression analysis is named Predictor variable. It offers data of an associated dependent variable regarding a particular outcome.
-What R-square?
-What is the significance value for the whole regression model?
-What is the P-value of minutes per game in the regression model?
-What is the P-value of field goal percentage in the regression model?
-Which factor is related to the points per game of the player?
![Season Leader during the NBA 2020-2021 are as follows:
PTS
MPG
ЗРМ
RPG
FT%
FG%
Nikola Jovic
27.2
36.0
1.4
11.5
0.840
0.569
Luka Doncic
27.9
34.9
2.3
8.7
0.788
0.462
Kevin Durant
29.5
35.9
2.7
7.4
0.872
0.529
Joel Embiid
29.3
31.8
1.2
10.7
0.850
0.553
Giannis Antetokounmpo
27.1
32.8
1.1
11.2
0.611
0.561
James Harden
24.1
38.0
2.9
6.8
0.877
0.467
Bradley Beal
Stephen Curry
33.2
35.2
2.6
5.1
0.882
0.473
29.4
33.7
4.8
5.4
0.937
0.481
Damian Lillard
29.1
36.1
4.1
4.5
0.936
0.457
LeBron James
25.5
34.2
2.8
7.7
0.712
0.497
See if there a significant effect of the following parameters(minutes per game [MPG], 3-point made per game [3PM],
rebounds per game [RPG], free throw percentage [FT%] and file goal percentage [FG%] to the points acquired by player
per game (PTS)](/v2/_next/image?url=https%3A%2F%2Fcontent.bartleby.com%2Fqna-images%2Fquestion%2Fb6d4f7f8-1b88-463c-8339-d6baa0291753%2F28d54ea0-ca8e-4043-9962-15ac3f7aacc6%2Fsbz57bu_processed.jpeg&w=3840&q=75)
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