Computer printout for a regression analysis

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Reference no: EM13832995

1. Consider the following partially completed computer printout for a regression analysis where the dependent variable is the price of a personal computer and the independent variable is the size of the hard drive.

622_regression analysis.png

Based on the information provided, what is the F statistic?

  • About 8 .33
  • Just over 2.35
  • About 4.76
  • About 69.5

2. The standard error of the estimate is a measure of

  • total variation of the Y variable.
  • the variation around the sample regression line.
  • explained variation.
  • the variation of the X variable.

3. Nintendo Sony would like to test the hypothesis that a difference exists in the average age of users of a Wii, a PlayStation, or an Xbox console game. The following data represent the age of a random sample of Wii, PlayStation, and Xbox users.

Wii

PlayStation

Xbox

37

26

31

31

21

20

47

24

38

29

24

31

36

25

30

Using α = 0.05, the conclusion for this hypothesis test would be that because the test statistic is

  • more than the critical value, we cannot conclude that there is a difference in the average age of users of a Wii, a PlayStation, or an Xbox console game.
  • less than the critical value, we cannot conclude that there is a difference in the average age of users of a Wii, a PlayStation, or an Xbox console game.
  • more than the critical value, we can conclude that there is a difference in the average age of users of a Wii, a PlayStation, or an Xbox console game.
  • less than the critical value, we can conclude that there is a difference in the average age of users of a Wii, a PlayStation, or an Xbox console game.

4. The relationship of Y to four other variables was established as Y = 12 + 3X1 - 5X2 + 7X3 + 2X4. When X1 increases 5 units and X2 In a sample of n = 23, the Student's t test statistic for a correlation of r = .500 would be:

  • 2.559
  • 2.819
  • 2.646
  • can't say without knowing α (alpha)

5. Given the following ANOVA table (some information is missing), find the F statistic.

196_ANOVA table .jpg

  • 3.71
  • 0.99
  • 0.497
  • 4.02

6. Examine the following two-factor analysis of variance table:

2224_factor analysis of variance table.jpg

Complete the analysis of variance table.

  • MSA = 40.928, F Factor A =3.35, SSB = 85.35, Factor B df = 3, F Factor B = 2.316, MSAB = 21.859, F Factor AB = 1.8, SSE = 789.29, SSE df = 66, MSE = 12.143
  • MSA = 40.928, F Factor A = 3.35, SSB = 85.35, Factor B df = 4, F Factor B = 2.316, MSAB = 21.859, F Factor AB = 2.1 SSE = 789.29, SSE df = 66, MSE = 12.143
  • MSA = 40.698, F Factor A = 3.35, SSB = 84.35, Factor B df = 5, F Factor B = 2.316, MSAB = 21.859, F Factor AB = 2.1, SSE = 789.29, SSE df = 65, MSE = 12.143
  • MSA = 40.698, F Factor A = 3.35, SSB = 84.35, Factor B df = 3, F Factor B = 2.316, MSAB = 21.859, F Factor AB = 1.8, SSE = 789.29, SSE df = 65, MSE = 12.143

Attachment:- Question.pdf

Reference no: EM13832995

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