The UWI student association published an evaluation of the courses taught during Semester 1 of AY2020/21. Students in each course completed an evaluation in which they rated a number of different aspects of the course on a 5-point scale (1= very bad to 5=excellent)” Five variables obtained are: Rating – overall rating of the CC – rating of teaching skills of the assessments – quality of assessments given knowledge – rating of the instructor’s knowledge of the material grade - student’s anticipated grade for the course (1=F to 5=A) Rating CC Assessments Knowledge Grade 4.5 3.4 3.9 2.9 4.5 2.8 4.1 3.2 3.8 3.7 3.9 4.5 3.0 3.2 3.8 5.0 4.8 3.9 3.9 3.4 1.8 3.1 1.2 2.8 2.7 3.4 2.5 4.0 3.6 4.2 4.7 4.7 4.0 3.2 3.8 2.2 3.8 2.8 2.7 4.5 3.8 4.4 4.5 3.9 4.7 4.6 4.5 4.7 4.6 4.1 3.2 2.7 3.1 3.2 3.8 3.1 3.9 4.4 3.3 3.5 4.8 4.6 3.7 5.0 3.6 3.7 3.5 4.2 3.1 4.1 4.0 4.7 3.7 4.2 3.8 4.6 4.5 4.7 4.6 4.1 3.2 2.7 3.1 3.2 3.8 3.1 3.9 4.4 3.3 3.5 4.8 4.6 3.7 5.0 3.6 3.7 3.5 4.2 3.1 4.1 Using SPSS Determine the multiple regression equation for the data. Interpret the coefficient of determination. At the 5% significance level, determine if the model is useful for predicting overall rating of the course. In responding, construct and test any appropriate hypothesis. At the 5% significance level, does it appear that CC, assessment or knowledge can be removed from the model as unnecessary? In responding, construct and test any appropriate hypothesis. please show spss steps

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  1. The UWI student association published an evaluation of the courses taught during Semester 1 of AY2020/21. Students in each course completed an evaluation in which they rated a number of different aspects of the course on a 5-point scale (1= very bad to 5=excellent)” Five variables obtained are:

 

  1. Rating – overall rating of the
  2. CC – rating of teaching skills of the
  3. assessments – quality of assessments given
  4. knowledge – rating of the instructor’s knowledge of the material
  5. grade - student’s anticipated grade for the course (1=F to 5=A)

 

 

 

Rating

CC

Assessments

Knowledge

Grade

4.5

3.4

3.9

2.9

4.5

2.8

4.1

3.2

3.8

3.7

3.9

4.5

3.0

3.2

3.8

5.0

4.8

3.9

3.9

3.4

1.8

3.1

1.2

2.8

2.7

3.4

2.5

4.0

3.6

4.2

4.7

4.7

4.0

3.2

3.8

2.2

3.8

2.8

2.7

4.5

3.8

4.4

4.5

3.9

4.7

4.6

4.5

4.7

4.6

4.1

3.2

2.7

3.1

3.2

3.8

3.1

3.9

4.4

3.3

3.5

4.8

4.6

3.7

5.0

3.6

3.7

3.5

4.2

3.1

4.1

4.0

4.7

3.7

4.2

3.8

4.6

4.5

4.7

4.6

4.1

 

3.2

2.7

3.1

3.2

3.8

3.1

3.9

4.4

3.3

3.5

4.8

4.6

3.7

5.0

3.6

3.7

3.5

4.2

3.1

4.1

 

 

Using SPSS

 

  1. Determine the multiple regression equation for the data.
  2. Interpret the coefficient of determination.
  3. At the 5% significance level, determine if the model is useful for predicting overall rating of the course. In responding, construct and test any appropriate hypothesis.
  4. At the 5% significance level, does it appear that CC, assessment or knowledge can be removed from the model as unnecessary? In responding, construct and test any appropriate hypothesis.

please show spss steps

 

 

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