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Table 1 \( \tilde{X}\times \tilde{Y} \): 4 Datasets with R 2 = 0.666 and 4 Datasets with R 2 = 1 binned into Likert variable \( \tilde{Z} \)

From: The information content of financial survey response data

 

Case A

  

Case B

Case C

Case D

Observation

Bin 1,2,3x

  

Bin 1y

  

Bin 2y

  

Bin 3y

  

1x

1 y

1z

2x

2y

2z

3x

3y

3z

1

10.00

10.00

8.04

10.00

10.00

9.14

10.00

10.00

7.46

8.00

2

8.00

8.00

6.95

8.00

8.00

8.14

10.00

8.00

6.77

8.00

3

10.00

13.00

7.58

8.00

13.00

8.74

10.00

13.00

12.74

10.00

4

10.00

9.00

8.81

10.00

9.00

8.77

10.00

9.00

7.11

8.00

5

10.00

11.00

8.33

10.00

11.00

9.26

10.00

11.00

7.81

8.00

6

10.00

14.00

9.96

10.00

14.00

8.10

10.00

14.00

8.84

10.00

7

6.00

6.00

7.24

8.00

6.00

6.13

8.00

6.00

6.08

8.00

8

4.00

4.00

4.26

6.00

4.00

3.10

4.00

4.00

5.39

6.00

9

10.00

12.00

10.84

10.00

12.00

9.13

10.00

12.00

8.15

10.00

10

8.00

7.00

4.82

6.00

7.00

7.26

8.00

7.00

6.42

8.00

11

6.00

5.00

5.68

6.00

5.00

4.74

6.00

5.00

5.73

6.00

mean

8.36

9.00

7.50

8.36

9.00

7.50

8.73

9.00

7.50

8.18

std dev

2.15744

3.316625

2.031568

1.747726

3.316625

2.031657

2.053821

3.316625

2.030424

1.401298

skewness

-1.01393

-8.1E-17

-0.06504

-0.40869

-8.1E-17

-1.3158

-1.58382

-8.1E-17

1.855495

-0.12334

kurtosis

-0.20589

-1.2

-0.5349

-1.62132

-1.2

0.846123

1.743956

-1.2

4.384089

-0.45267

 

Case E

Case F

Case G

Observation

4x

4y

4z

5x

5y

5z

6x

6y

6z

1

8.00

6.58

8.00

10.00

8.00

8.00

10.00

5.33

6.00

2

8.00

5.76

6.00

8.00

2.00

2.00

8.00

4.67

6.00

3

8.00

7.71

8.00

13.00

17.00

10.00

13.00

6.33

8.00

4

8.00

8.84

10.00

9.00

5.00

6.00

9.00

5.00

6.00

5

8.00

8.47

10.00

11.00

11.00

10.00

11.00

5.67

6.00

6

8.00

7.04

8.00

14.00

20.00

10.00

14.00

6.67

8.00

7

8.00

5.25

6.00

6.00

-4.00

2.00

6.00

4.00

6.00

8

19.00

12.50

10.00

4.00

-10.00

2.00

4.00

3.33

4.00

9

8.00

5.56

6.00

12.00

14.00

10.00

12.00

6.00

6.00

10

8.00

7.91

8.00

7.00

-1.00

2.00

7.00

4.33

6.00

11

8.00

6.89

8.00

5.00

-7.00

2.00

5.00

3.67

4.00

mean

9.00

7.50

8.00

9.00

5.00

5.82

9.00

5.00

6.00

std dev

3.316625

2.030579

1.549193

3.316625

9.949874

3.842348

3.316625

1.105431

1.264911

skewness

3.316625

1.506818

0

-8.1E-17

-8.1E-17

0.052992

-8.1E-17

2.96E-15

0

kurtosis

11

3.151315

-1.11111

-1.2

-1.2

-2.22488

-1.2

-1.2

0.416667