What is the test statistic to test the significance of the slope in a regression equation?
Multiple Choice
z statistic
F statistic
t statistic
π statistic
From the given information above ,
The test statistic to test the significance of the slope in a regression equation , We use t statistics.
ANSWER IS T STATISTICS
What is the test statistic to test the significance of the slope in a regression equation?...
The regression equation is Ŷ = 30 + 2.56X, the sample size is 14, and the standard error of the slope is 0.97. What is the test statistic to test the significance of the slope? Multiple Choice z = −2.560 z = +2.639 t = +2.560 t = +2.639
Significance level of 0.05, test whether the slope of the regression line is negative. The regression equation is, Y = 6.0 - 0.7x predictor coef stdev t-ratio constant 6.0 2.558 2.32 X -0.7 0.086 -8.28 ANOVA source df ss ms F regression 1 648.12 648.12 68.58 error 6 56.72 9.45 total 7 704.84
Significance level of 0.05, test whether the slope of the regression line is negative. Form a 95% confidence interval on the slope of the line. The regression equation is, Y = 6.0 - 0.7x predictor coef stdev t-ratio constant 6.0 2.558 2.32 X -0.7 0.086 -8.28 ANOVA source df ss ms F regression 1 648.12 648.12 68.58 error 6 56.72 9.45 total 7 704.84
The F statistic and its p-value give a global test of significance for a multiple regression. Select one: True False
Which of the following is a test of the statistical significance of the entire regression equation? A) t-test B) R2 C) F-test D) Durbin-Watson test
Given the following and a significance level of 0.05, test for a slope of zero. The regression equation is Y = 5.3 + 0.175 X Predictor Coef SE Coef T Constant 5.3218 0.1845 28.84 X +0.17499 0.01865 +9.38 Analysis of Variance Source DF SS MS F Regression 1 11.691 11.691 88.00 Error 10 1.329 0.133 Total 11 13.020
I WILL THUMBS UP YOUR ANSWER! A F-statistic is used to test the significance of individual independent variables in multiple regression. True or False
What is the table (critical value) or the f test statistic
assuming 5% significance level?
A researcher is interested to find out how the engine displacement vehicle weight, and the type of transmission [i.e. automatic & manual] affect the automobile gasoline mileage. Type of transmission is represented by one dummy variable: automatic (-1, if transmission is automatic;-0, if transmission is manual) Part of the raw data and the regression output of 40 different car models are given below. Automobile Miles/gallon...
Given the following portion of regression results, What is the value of the F test statistic? 1 pts df SS MSF Significance F Regression 23,500 1.750 ??? 0.1000 Residual 20 13,500 675 Total 22 17,000 O 10 O 3.49 O 2.59 O 1.96
Given the following portion of regression results, What is the value of the F test statistic? 1 pts df SS MSF Significance F Regression 23,500 1.750 ??? 0.1000 Residual 20 13,500 675 Total 22 17,000 O 10 O 3.49 O 2.59 O 1.96