Write R scripts using Hierarchical Linear Model analysis

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Reference no: EM132375229

Assignment -

Need to write R scripts for these 3 questions by using Hierarchical Linear Model (HLM) analysis. All the scripts need to be written for conducting HLM in R studio based on the data presented in the table (please look below).

Subject

Session

X scale score

Y scale score

Z scale score

100

1

2

6

1

100

2

2

7

2

100

3

3

8

3

101

1

4

8

4

101

2

5

9

3

101

3

2

7

2

101

4

3

6

4

102

1

4

8

3

102

2

5

9

2

102

3

2

7

1

102

4

3

8

3

102

5

4

9

4

102

6

4

9

4

102

7

4

9

4

102

8

4

7

4

102

9

4

9

4

102

10

4

9

4

102

11

2

7

4

102

12

4

9

2

102

13

4

8

4

102

14

5

7

3

102

15

4

9

4

Not all subjects have the same number of sessions, some subjects completed more sessions than others.

Question 1: Are there any improvement in X scale scores for each subject? Or in other words I need to examine how x scale score change for each subjects through treatment (all sessions)?

Question 2: How does y scale scores change each session? I need to look here for the change in y scale score

Question 3: Does factor z (z scale scores) change over treatment or time (all sessions)?

Reference no: EM132375229

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