Question

In: Statistics and Probability

5. Consider the following set of dependent and independent variables. y   x1   x2 10   1   17...

5. Consider the following set of dependent and independent variables.

y   x1   x2
10   1   17
11   5   9
14   5   13
14   8   10
21   6   3
24   10   8
26   16   7
33   20   3

a. Using​ technology, construct a regression model using both independent variables. y=___+___x1+___x2 ​(Round to four decimal places as needed.)

b. Test the significance of each independent variable using a=0.05 Test the significance of x1, Identify the null and alternative hypothesis

c. Calculate the appropriate test statistic. ​(Round to two decimal places as​ needed.)

d. Determine the appropriate critical​ value(s) for a=0.05. ​(Round to two decimal places as needed. Use a comma to separate answers as​ needed.)

e. Test the significance of x2. Identify the null and alternative hypotheses.

f. Calculate the appropriate test statistic. ​(Round to two decimal places as​ needed.)

g. Determine the appropriate critical​ value(s) ​(Round to two decimal places as needed.)

h. Interpret the​ p-value for each independent variable. ​(Round to three decimal places as​ needed.)

Solutions

Expert Solution

Dear student,
I am waiting for your feedback. I have given my 100% to solve your queries. If you satisfied with my answer then please please like this.
Thank You


Related Solutions

Consider the following data for a dependent variable y and two independent variables, x2 and x1....
Consider the following data for a dependent variable y and two independent variables, x2 and x1. x1 x2 y 30 12 94 46 10 109 24 17 113 50 17 179 41 5 94 51 19 175 75 8 171 36 12 118 59 13 143 77 17 212 Round your all answers to two decimal places. Enter negative values as negative numbers, if necessary. a. Develop an estimated regression equation relating y to x1 . Predict y if x1=45....
Consider the following data for a dependent variable y and two independent variables, x1 and x2.
You may need to use the appropriate technology to answer this question. Consider the following data for a dependent variable y and two independent variables, x1 and x2. x1 x2 y 30 12 93 47 10 108 25 17 112 51 16 178 40 5 94 51 19 175 74 7 170 36 12 117 59 13 142 76 16 211 The estimated regression equation for these data is ŷ = −18.89 + 2.02x1 + 4.74x2. Here, SST = 15,276.0,...
Consider the following data for a dependent variable y and two independent variables, x1 and x2....
Consider the following data for a dependent variable y and two independent variables, x1 and x2. x1 x2 y 30 12 94 47 10 108 25 17 112 51 16 178 40 5 94 51 19 175 74 7 170 36 12 117 59 13 142 76 16 209 The estimated regression equation for these data is ŷ = −17.02 + 1.99x1 + 4.70x2. Here, SST = 14,902.9, SSR = 13,773.1, sb1 = 0.2470, and sb2 = 0.9480. (1a) Test...
Consider the following data for a dependent variable y and two independent variables, x1 and x2....
Consider the following data for a dependent variable y and two independent variables, x1 and x2. x1 x2 y 30 13 95 46 10 108 25 18 113 50 16 179 40 5 95 51 20 176 74 7 170 36 12 117 59 13 142 77 16 211 Round your all answers to two decimal places. Enter negative values as negative numbers, if necessary. a. Develop an estimated regression equation relating y to x1. ŷ =_________ +___________ x1 Predict...
Use the dependent variable (labeled Y) and one of the independent variables (labeled X1, X2, and...
Use the dependent variable (labeled Y) and one of the independent variables (labeled X1, X2, and X3) in the data file. Select and use one independent variable throughout this analysis. Use Excel to perform the regression and correlation analysis to answer the following. Generate a scatterplot for the specified dependent variable (Y) and the selected independent variable (X), including the graph of the "best fit" line. Interpret. Determine the equation of the "best fit" line, which describes the relationship between...
Use the dependent variable (labeled Y) and one of the independent variables (labeled X1, X2, and...
Use the dependent variable (labeled Y) and one of the independent variables (labeled X1, X2, and X3) in the data file. Select and use one independent variable throughout this analysis. Use Excel to perform the regression and correlation analysis to answer the following. The week 6 spreadsheet can be helpful in this work. 1. Generate a scatterplot for the specified dependent variable (Y) and the selected independent variable (X), including the graph of the "best fit" line. Interpret. 2 Determine...
Consider the following data for a dependent variable y and two independent variables, x1and x2. x...
Consider the following data for a dependent variable y and two independent variables, x1and x2. x 1 x 2 y 29 13 94 47 10 109 24 17 113 50 16 178 40 6 95 52 20 176 75 7 171 37 13 118 59 14 142 77 17 211 Round your all answers to two decimal places. Enter negative values as negative numbers, if necessary. a. Develop an estimated regression equation relating y to x1. ŷ =  +  x1 Predict y...
Consider the following data for a dependent variable and two independent variables, and . x1= 30...
Consider the following data for a dependent variable and two independent variables, and . x1= 30 46 24 50 41 51 74 36 60 77. x2 = 13 11 17 17 6 20 8 12 13 16. y = 95 109 112 178 94 176 170 117 142 212 Round your all answers to two decimal places. Enter negative values as negative numbers, if necessary. a. Develop an estimated regression equation relating to y to x1 . Predict y if...
Consider independent random variables X1, X2, and X3 such that X1 is a random variable having...
Consider independent random variables X1, X2, and X3 such that X1 is a random variable having mean 1 and variance 1, X2 is a random variable having mean 2 and variance 4, and X3 is a random variable having mean 3 and variance 9. (a) Give the value of the variance of X1 + (1/2)X2 + (1/3)X3 (b) Give the value of the correlation of Y = X1- X2 and Z = X2 + X3.
Let X1 and X2 be independent standard normal variables X1 ∼ N(0, 1) and X2 ∼...
Let X1 and X2 be independent standard normal variables X1 ∼ N(0, 1) and X2 ∼ N(0, 1). 1) Let Y1 = X12 + X12 and Y2 = X12− X22 . Find the joint p.d.f. of Y1 and Y2, and the marginal p.d.f. of Y1. Are Y1 and Y2 independent? 2) Let W = √X1X2/(X12 +X22) . Find the p.d.f. of W.
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT