Question

In: Statistics and Probability

Applicants for a job in a foreign country are given a language proficiency test. The following...

  1. Applicants for a job in a foreign country are given a language proficiency test. The following data shows the number of years they have studied the language and their grade on the test.

No. of years,x

3

4

4

5

3

6

2

3

7

Test grade, y

61

68

75

82

73

90

58

72

93

  1. (2 pts.)Plot the scatter diagram for the data on the axes below:
  1. (3 pts.)Find the coefficient of correlation ( r
  1. (3 pts.)Find the Regression line equation for this data.
  1. (2 pts.)Plot the regression line on the same set of axes as the scatter diagram.

Solutions

Expert Solution

The equation has the form = a + bX ,

where Y is the dependent varible, X is the independent variable , 'b' is the slope of the line, and 'a' is the y-intercept

FORMULA :

CORRELATION COEFFICIENT :

i)

ii)

iii)

Regression line :

= a + bX ,

a =46.26064

b = 6.90957

iv)

​​​​​​​


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