Question: QUESTION 1 Please answer the question below based on the following output. Model Summary Model R R Square Adjusted R Square Std. Error of the

QUESTION 1

Please answer the question below based on the following output.

Model Summary

Model

R

R Square

Adjusted R Square

Std. Error of the Estimate

1

.027a

.001

-.011

11.28166

  1. Predictors: (Constant), Pengetahuan

ANOVAa

Model

Sum of Squares

df

Mean Square

F

Sig.

1

Regression

7.584

1

7.584

.060

.808b

Residual

10691.172

84

127.276

Total

10698.756

85

a. Dependent Variable: Communication

b. Predictors: (Constant), Knowledge

Coefficientsa

Model

Unstandardized Coefficients

Standardized Coefficients

t

Sig.

B

Std. Error

Beta

1

(Constant)

82.687

7.152

11.561

.000

knowledge

.040

.163

.027

.244

.808

a. Dependent Variable: Communication

  1. Explain the purpose of the analysis above (2M)
  2. Briefly explain the similarities and differences of this statistical method and the correlation statistical method (4M)
  3. State and describe the types of variable involved in this analysis (3M)
  4. Develop the null hypothesis of this study (3M)
  5. Explain the decision to test your hypothesis that you developed above using appropriate level of significance testing (5M)
  6. Write the regression equation of the findings of this study (3M)

QUESTION 2

Please answer the question below based on the following output.

Group Statistics
Organisations N Mean Std. Deviation Std. Error Mean

Work

Productivity

Private 74 56.31 6.801 .926
Government 74 63.49 6.358 .649

Independent Samples Test
Levene's Test for Equality of Variances t-test for Equality of Means
F Sig. t df Sig. (2-tailed) Mean Difference Std. Error Difference 95% Confidence Interval of the Difference
Lower Upper

Work

Productivity

Equal variances assumed .130 .719 3.449 146 .001 3.825 1.109 1.634 6.017
Equal variances not assumed 3.384 103.902 .001 3.825 1.130 1.584 6.067

  1. Describe and explain the purpose of the analysis above (2M)
  2. State the independent and dependent variable as well as the measurement scale used for each variable in the study (4M)
  3. Develop the null hypothesis of this study (3M)
  4. Briefly explain about the uniformity of variance of the findings in this study (5M)
  5. Explain the hypothesis testing decision (5M)

QUESTION 3

Please answer the question below based on the following output.

Deskriptif

N

Mean

Std. Deviation

95% Confidence Interval for Mean

Minimum

Maximum

Lower Bound

Upper Bound

Science Stream Student

117

22.64

5.67

7.41

9.49

3

27

Literature Stream Student

120

17.94

3.93

7.98

13.62

5

17

Islamic Stream Student

98

19.17

4.13

6.80

11.20

3

19

Others

40

25.37

7.25

.56

14.01

2

23

Total

375

66.09

5.25

7.73

9.50

3

27

Self-Score Concept

ANOVA

Self-Score Concept

Sum of Squares

df

Mean Square

F

Sig.

Between Groups

65.55

3

21.851

.939

.023

Within Groups 4448.02

371

30.466

Total

4513.57

375

  1. Explain the differences of statistical analysis used in this study with statistical analysis for question 2. (4M)
  2. Explain the findings of the study based on the descriptive statistics. (3M)
  3. Write down the null hypothesis of the study. (3M)
  4. Briefly explain the information on the degree of freedom of this study (3M)
  5. Explain the result of this study ((6M)

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