In a regression analysis involving 30 observations, the
following estimated regression equation was obtained.
y=17.6+3.8x1-2.3x2+7.6x3+2.7x4
For this estimated regression equation SST= 1805 and SSR=1756.
a. At a= 0.05 , test the significance of the relationship among the variables.
SSE=_________________ | (to 1 decimal, if necessary) |
MSR=________________ | (to 1 decimal, if necessary) |
MSE=+_______________ | (to 2 decimals, if necessary) |
What is the value of the F test statistic (to 1 decimal)?
_______________
What is the p-value?
- Select your answer -less than .01,between .01 and .025,between
.025 and .05,between .05 and .10,greater than .10
b. Suppose variables x1 and
x4 are dropped from the model and the following
estimated regression equation is obtained.
y=11.1-3.6x2+8.1x3
For this model SST=1805 and SSR=1705.
Compute SSE(x1,x2,x3,x4).
_______________ (to 1 decimal, if necessary)
Compute SSE(x2,x3).
__________________ (to 1 decimal, if necessary)
c. Use an F test and a=.05 to determine whether x1 and x4 contribute significantly to the model.
What is the value of the F test statistic (to 2 decimals)?
__________________
What is the p-value?
- Select your answer -less than .01between .01 and .025between .025
and .05between .05 and .10greater than .10Item 10
In a regression analysis involving 30 observations, the following estimated regression equation w...
In a regression analysis involving 30 observations, the following estimated regression equation was obtained. = 17.6 +3.821 -2.3x2 + 7.603 + 2.724 For this estimated regression equation SST = 1805 and SSR = 1,756. a. At a = 0.05, test the significance of the relashionship among the variables. SSE (to 1 decimal, if necessary) MSR (to 1 decimal, if necessary) MSE (to 2 decimals, if necessary) What is the value of the F test statistic (to 1 decimal)? Use Table...
a. In a regression analysis involving 30 observations, the following estimated regression equation was obtained: y=17.6+3.8x1-2.3x2+7.6x3+2.7x4 For this estimated regression equation SST=1805, and SSR=1760. At α=0.05, test the significance of the relationship among the variables.
eBook Video In a regression analysis involving 30 observations, the following estimated regression equation was obtained. 17.6+3.8z-2.3z +7.6z, +2.7z For this estimated regression equation SST- 1805 and SSR- 1,764. a. At a 0.05, test the significance of the relashionship among the variables. SSE (to 1 decimal, if necessary) MSR (to 1 decimal, if necessary) MSE (to 2 decimal if necessary) What is the value of the F test statistic (to 1 decimal)? Use Table 4 in Appendix B. What is...
The following estimated regression equation based on 30 observations was presented. ŷ = 17.6 + 3.8x1 − 2.3x2 + 7.6x3 + 2.7x4 The values of SST and SSR are 1,807 and 1,758, respectively. (a) Compute R2. (Round your answer to three decimal places.) R2 = (b) Compute Ra2. (Round your answer to three decimal places.) Ra2 = part 2: the following estimated regression equation relating sales to inventory investment and advertising expenditures was given. ŷ = 27 + 15x1 +...
The following estimated regression equation is based on 30 observations. y= 17.8- 3.5x1 -2.2x2 +7.6x3 +2.5x4 The values of SST and SSR are 1,810 and 1,755, respectively. 1) Compute R2 (round to 3 decimals) 2) Compute Ra2 (Round to 3 decimals)
The data from exercise 1 follow.The estimated regression equation for these data is yˆ = .20 + 2.60x.Compute SSE, SST, and SSR using the following equations (14.8), (14.9), and (14.10) (to 1 decimal if necessary).SSESSTSSRCompute the coefficient of determination r2 (to 3 decimals).Does this least squares line provide a good fit?Compute the sample correlation coefficient (to 4 decimals).
The estimated regression equation for a model involving two independent variables and 10 observations follows. v=27.085 + 0.3331 + 0.604222 a. Interpret by and b2 in this estimated regression equation. bi Select your answer 02 Select your answer b. Estimate y when Z1 =180 and 22 = 310 (to 3 decimals). The exercise involving data in this and subsequent sections were designed to be solved using Excel. The following estimated regression equation is based on 30 observations. y = 17.2...
In a regression analysis involving 30 observations, the following estimated regression equation was obtained. ŷ = 16.6 + 3.5x1 − 2.2x2 + 7.8x3 + 2.8x4 a) Predict y when x1 = 10, x2 = 5, x3 = 1, and x4 = 2. ŷ = 17.9 + 3.6x1 − 2.2x2 + 7.9x3 + 2.8x4 b)Predict y when x1 = 10, x2 = 5, x3 = 1, and x4 = 2.
A shoe store developed the following estimated regression equation relating sales to inventory investment and advertising expenditures where 1inventory investment ($1000s) = advertising expenditures ($1000s) y sales ($1000s) The data used to develop the model came from a survey of 10 stores; for those data, SST 16,000 and SSR a. Compute SSE, MSE, and MSR (to 2 decimals, if necessary) 12,000 SSE MSE MSR b. Use an F test and α .05 level of significance to determine whether there is...
In a regression model involving 30 observations, the following estimated regression equation was obtained: 17+ 4x4 - 3x2 + 8x3+8X For this model SSR = 700 and SSE - 100. The computed Fstatistic for testing the significance of the above model is 43.75 7.00 50.19 0.875