The statsmodels ols) method is used on a cars dataset to fit a multiple regression model using Quality as the response variable. Speed and Angle are used as predictor variables. The general form of this model is: Y - P. - P,Speed + Pzdngle If the level of significance, alpha, is 0.10, based on the output shown, is Angle statistically significant in the multiple regression model shown above? Select one. A text version of this output is available. OLS Regression Results Dep. Variable: Model: Method: Date: Time: Quality OLS R-squared: Adj. Rsquared: F-statistic: Prob (F-statistic): Log-Líkelihood: ATČ: 0.978 0.975 332.2 3.80e-13 -21.142 48.28 50.95 Least Squares Sun, 18 Aug 2019 l1:39:31 No. observations: of Residuals: 18 15 BIC: Covariance Type: nonrobust coef std err P>It| [0.025 0.975] Intercept Speed Angle 0.5382 1.9046 4.0280 0.473 0.176 0. 178 1.137 10.834 22.574 0.273 0.000 0.000 -0.471 -2.279 3.648 1. 547 1.530 4.408 Ouni bus: Prob(Omnibus): skew: Kurtosis: 4.358 0.113 0.082 1.637 Durbin-Natson: Jarque-Rera (JR): Prob(JB): 2.121 1.414 0.493 14.4 Cond. No. O Null Hypothesis „, =0 Alternative Hypothesis #, A +0 P-value - 4.0280 Since the P-value is greater than the level of significance, alpha, reject the null hypothesis. Conclude that the estimate for the Angle parameter is non-zero. Therefore, Angle is statistically significant in the multiple regression model. O Null Hypothesis M,: B=0 Alternative Hypothesis A +0 P-value = 0.000 Since the P-value is less than the level of significance, alpha, reject the null hypothesis. Conclude that the estimate for the Angle parameter is non-zero. Therefore, Angle is statistically significant in the multiple regression model. O Null Hypothesis H,: 2=0 Alternative Hypothesis A +0 P-value = 4.0280 Since the P-value is greater than the level of significance, alpha, do not reject the null hypothesis. Conclude that the estimate for the Angle parameter is zero. Therefore, Angle is not statistically significant in the multiple regression model. O Null Hypothesis #;: 2=0 Alternative Hypothesis #: +0 P-value = 0.000 Since the P-value is less than the level of significance, alpha, do not reject the null hypothesis. Conclude that the estimate for the Angle parameter is zero. Therefore, Angle is not statistically significant in the multiple regression model.

The statsmodels ols) method is used on a cars dataset to fit a multiple regression model using Quality as the response variable. Speed and Angle are used as predictor variables. The general form of this model is: Y - P. - P,Speed + Pzdngle If the level of significance, alpha, is 0.10, based on the output shown, is Angle statistically significant in the multiple regression model shown above? Select one. A text version of this output is available. OLS Regression Results Dep. Variable: Model: Method: Date: Time: Quality OLS R-squared: Adj. Rsquared: F-statistic: Prob (F-statistic): Log-Líkelihood: ATČ: 0.978 0.975 332.2 3.80e-13 -21.142 48.28 50.95 Least Squares Sun, 18 Aug 2019 l1:39:31 No. observations: of Residuals: 18 15 BIC: Covariance Type: nonrobust coef std err P>It| [0.025 0.975] Intercept Speed Angle 0.5382 1.9046 4.0280 0.473 0.176 0. 178 1.137 10.834 22.574 0.273 0.000 0.000 -0.471 -2.279 3.648 1. 547 1.530 4.408 Ouni bus: Prob(Omnibus): skew: Kurtosis: 4.358 0.113 0.082 1.637 Durbin-Natson: Jarque-Rera (JR): Prob(JB): 2.121 1.414 0.493 14.4 Cond. No. O Null Hypothesis „, =0 Alternative Hypothesis #, A +0 P-value - 4.0280 Since the P-value is greater than the level of significance, alpha, reject the null hypothesis. Conclude that the estimate for the Angle parameter is non-zero. Therefore, Angle is statistically significant in the multiple regression model. O Null Hypothesis M,: B=0 Alternative Hypothesis A +0 P-value = 0.000 Since the P-value is less than the level of significance, alpha, reject the null hypothesis. Conclude that the estimate for the Angle parameter is non-zero. Therefore, Angle is statistically significant in the multiple regression model. O Null Hypothesis H,: 2=0 Alternative Hypothesis A +0 P-value = 4.0280 Since the P-value is greater than the level of significance, alpha, do not reject the null hypothesis. Conclude that the estimate for the Angle parameter is zero. Therefore, Angle is not statistically significant in the multiple regression model. O Null Hypothesis #;: 2=0 Alternative Hypothesis #: +0 P-value = 0.000 Since the P-value is less than the level of significance, alpha, do not reject the null hypothesis. Conclude that the estimate for the Angle parameter is zero. Therefore, Angle is not statistically significant in the multiple regression model.

College Algebra

7th Edition

ISBN:9781305115545

Author:James Stewart, Lothar Redlin, Saleem Watson

Publisher:James Stewart, Lothar Redlin, Saleem Watson

Chapter1: Equations And Graphs

Section: Chapter Questions

Problem 10T: Olympic Pole Vault The graph in Figure 7 indicates that in recent years the winning Olympic men’s...

See similar textbooks