What is the predicted total number of wins in a regular season for a team that is averaging 75 points per game with a relative skill level of 1350? OLS Regression ResultsDep. Variable:Model:total_winsR-squared:Adj. R-squared:0.837OLS0.837Least SquaresSat, 27 Feb 2021Method:F-statistic:1580.Prob (F-statistic):Log-Likelihood:AIC:Date:4.41e-243Time:18:17:53-1904.6No. Observations:6183815.Df Residuals:615BIC:3829.Df Model:2Covariance Type:nonrobustcoefstd errP>|t|[0.0250.975]Interceptavg_ptsavg_elo_n-152.57364.500-33.9030.000-161.411-143.7360.34970.0487.297Θ. 0000.2560.4440.1055Θ. 00247.9520.0000.1010.110Omnibus:89.087Durbin-Watson:1.203Prob(Omnibus):Θ. 000Jarque-Bera (JB):Prob(JB):Cond. No.160.540Skew:-0.8691.38e-35Kurtosis:4.7933.19e+04

Regression Line Wins =-152.5736 + 0.3497ave_pts + 0.1055avg_elo_n

Answered: What is the predicted total number of…

What is the predicted total number of wins in a regular season for a team that is averaging 75 points per game with a relative skill level of 1350?

College Algebra

1st Edition

ISBN:9781938168383

Author:Jay Abramson

Publisher:Jay Abramson

Chapter6: Exponential And Logarithmic Functions

Section6.8: Fitting Exponential Models To Data

Problem 1TI: Table 2 shows a recent graduate’s credit card balance each month after graduation. a. Use...

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Estimation

A new framework of data analysis where the new statistical methods are used for interpreting the results and analyzing the data is known as estimation in statistics.

Question

What is the predicted total number of wins in a regular season for a team that is averaging 75 points per game with a relative skill level of 1350?

OLS Regression Results
Dep. Variable:
Model:
total_wins
R-squared:
Adj. R-squared:
0.837
OLS
0.837
Least Squares
Sat, 27 Feb 2021
Method:
F-statistic:
1580.
Prob (F-statistic):
Log-Likelihood:
AIC:
Date:
4.41e-243
Time:
18:17:53
-1904.6
No. Observations:
618
3815.
Df Residuals:
615
BIC:
3829.
Df Model:
2
Covariance Type:
nonrobust
coef
std err
P>|t|
[0.025
0.975]
Intercept
avg_pts
avg_elo_n
-152.5736
4.500
-33.903
0.000
-161.411
-143.736
0.3497
0.048
7.297
Θ. 000
0.256
0.444
0.1055
Θ. 002
47.952
0.000
0.101
0.110
Omnibus:
89.087
Durbin-Watson:
1.203
Prob(Omnibus):
Θ. 000
Jarque-Bera (JB):
Prob(JB):
Cond. No.
160.540
Skew:
-0.869
1.38e-35
Kurtosis:
4.793
3.19e+04

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