ATTACHMENT

TASK 1

A study was conducted to answer the question of the trend of marriage age when divorce occurs among a group of communities. The findings of the study are shown in the table below.

Subject

Age of marriage (year)

Number of children

Citizenship

Subject

Age of marriage (year)

Number of children

Citizenship

Subject

Age of marriage (year)

Number of children

Citizenship

21

36

71

12

13

37

13

72

24

15

38

23

73

20

39

15

74

32

11

40

75

41

76

42

13

77

16

43

78

40

23

44

79

16

10

45

80

10

11

14

46

15

81

12

14

47

82

13

16

48

24

83

14

49

18

84

10

15

50

85

17

16

51

18

86

15

17

52

87

21

18

53

10

88

19

54

32

89

42

20

16

55

90

21

21

56

91

20

22

12

57

13

92

16

23

11

58

15

93

11

24

18

59

21

94

25

16

60

24

95

26

61

38

96

13

27

21

62

19

97

11

28

20

63

21

98

10

29

19

64

15

99

30

16

65

100

14

31

15

66

10

101

15

32

10

67

102

25

33

68

103

30

34

11

69

104

16

35

70

21

105

27

Notes :

Citizenship

M - Malaysian

I - Indonesian

T - Thailand

F - Philippines

  1. What level of meas- urement for the variable……

    1. age of marriage

    2. number of children

    3. citizenship?


  1. Construct raw frequency tables for variable…

    1. number of children

    2. citizenship?


  1. Using the data from (b), construct an appropriate graph/chart for vari- able…

    1. number of children

    2. citizenship?


  1. Construct a frequency distribution for age of marriage (use 1 6 as lower stated limits) Compute the real limits, cumulative frequency, percent- ages, cumulative percentage and midpoint.


  1. Using the data from (d), construct an appropriate graph/chart.


  1. Using the data from (d);

  1. Calculate the value of mean.

  1. Calculate the value of median.

  1. Determine the value of mode.

  1. Compute the value of variance.



  1. Determine the value of standard deviation.


  1. Compute the percentile 36.


  1. Compute the percentile rank 27.


  1. Compute the z score of 32.

TASK 2

The following are the results of SPSS OUTPUT from research data on leadership talent among student leaders at Universiti Gemilang. Perform the analysis based on the following guidelines :

  1. Who is the population in this study?

  2. How many samples are involved?

    EXAM 1


SCHEDULE 1

Descriptive Statistics

Mean

Std. Deviation

Attitude of Tolerance

69.3725

9.76425

153

Self-Confidence

25.5033

6.90073

153

SCHEDULE 2

Correlations

Attitude of Tolerance

Self-Confidence

Attitude of Tolerance

Pearson Correlation

.844**

Sig. (2-tailed)

.000

153

153

Self-Confidence

Pearson Correlation

.844**

1

Sig. (2-tailed)

.000

153

153

**. Correlation is significant at the 0.01 level (2-tailed).

  1. Name the statistical inference test used in SCHEDULE 1 and 2?


  1. List the variables used and state the scale of measurement used for the variables listed.

Variable 1:

Variable 2:

Measurement scale of variable 1:

Measurement scale of variable 2:

  1. Construct null hypotheses and choice/alternative hypotheses

Hipotesis nol (H0):

Hipotesis pilihan (H1):

  1. Explain about descriptive statistical analysis data?

  2. Write down the decision of statistical inference analysis?

  3. Draw conclusions from inference statistical analysis decisions and state whether the null hypothesis may be rejected or fail to be rejected?

ATTACHMENT 1

JADUAL 3

Correlations

Level Of

Education

Overall Job

Satisfaction

Spearman's rho Level Of

Correlation Coefficient

1.000

.514**

Education

Sig. (2-tailed)

.

.000

153

153

Overall Job

Correlation Coefficient

.514**

1.000

Satisfaction

Sig. (2-tailed)

.000

.

153

153

**. Correlation is significant at the 0.01 level (2-tailed).

  1. Name the statistical inference test used in TABLE 3?

  2. List the variables used and state the measurement scale used for the variables listed.

Variable 1:

Variable 2:

Measurement scale of variable 1:

Measurement scale of variable 2:

  1. Construct the null hypothesis and the choice/alternative hypothesis?

Hypothesis zero:

Selected hypotheses:

  1. Write the results of inferential statistical analysis?

  2. Draw conclusions from the results of inferential statistical analysis and state whether the null hypothesis can be rejected or fail to be rejected?

EXZAM 3


SCHEDULE 4


Model

R Square

Adjusted R Square

Std. Error of the Es- timate

.844a

.713

.711

5.24946

b. Predictors: (Constant), Self-Confidence

SCHEDULE 5

ANOVAa

Model

Sum of Squares

df

Mean Square

F

Sig.

1 Regression

10330.681

1

10330.681

374.886

.000b

Residual

4161.084

151

27.557

Total

14491.765

152

  1. Dependent Variable: Attitude of Tolerance

  2. Predictors: (Constant), Self-Confidence

SCHEDULE 6

Coefficientsa

Unstandardized

Coefficients

Standardized Coefficients

Model

Std. Error

Beta

t

Sig.

(Constant)

38.905

1.630

23.870

.000

Self-Confidence

1.195

.062

.844

19.362

.000

a. Dependent Variable: Attitude of Tolerance

  1. Name the statistical inference test used in SCHEDULE 4, 5 and 6?

  2. List the variables used and state the scale of measurement used for the variables listed ?

Dependent variable:

Independent variable:

Dependent variable measurement scale:

Independent variable measurement scale:

  1. Construct null hypotheses and choice/alternative hypotheses.

The null hypothesis (H0):

Choice hypothesis (H1):


  1. Write the resulting equation from TABLE 6?

  2. Write the results of inferential statistical analysis?

  3. Draw conclusions from the results of the inferential statistical analysis and state whether the null hypothesis can be rejected or fail to be rejected?

ATTACHMENT 2

SCHEDULE 7

Group Statistics

Residence

Mean

Std. Deviation

Std. Error Mean

Self-Confidence

Rural

70

20.4429

5.60961

.67048

Urban

83

29.7711

4.63635

.50891

SCHEDULE 8

Independent Samples Test

Levene's Test

for Equality of Variances

t-test for Equality of Means

Sig.

df

Sig. (2-

tailed)

Mean Difference

Std. Error Difference

Self- Confi- dence

Equal variances

assumed

1.425

.234

-11.262

151

.000

-9.32823

.82829

Equal variances not assumed

-11.082

133.985

.000

-9.32823

.84174

  1. Name the statistical inference test used in TABLES 7 and 8?

  2. List the variables used and state the measurement scale used for the variables listed.

Dependent variable:

Independent variable:

Dependent variable measurement scale:

Independent variable measurement scale:

  1. Construct the null hypothesis and the choice/alternative hypothesis.

Hypothesis zero (H0):

Selected hypothesis (H1):

  1. Explain about descriptive statistical analysis data?

  2. Write down the decision of statistical inference analysis?

  3. Draw conclusions from inference statistical analysis decisions and state whether the null hypothesis may be rejected or fail to be rejected?

ATTACHMENT 3

SCHEDULE 9

Paired Samples Statistics

Mean

Std. Deviation

Std. Error

Mean

Pair 1

Self-Confidence before cop- ing skill training

25.5033

153

6.90073

.55789

Self-Confidence after coping skill training

29.9608

153

6.11500

.49437

SCHEDULE 10


Paired Samples Correlations

N

Correlation

Sig.

Pair 1

Self-Confidence before coping skill training &

Self-Confidence after coping

skill training

153

.902

.000

SCHEADUL 11

Paired Samples Test

Paired Differences

95% Confidence In- terval of the Differ-

Mean

Std. De- viation

Std. Error Mean

ence Lower Upper

t df

Sig. (2-

tailed)

Pair 1

Self-Confidence before coping skill training

Self-Confidence after coping skill

Training-4.45752 2.98017 .24093 -4.93352 -3.98151 -18.501 152

  1. Name the inferential statistical tests used in TABLES 9, 10 and 11.?

  2. List the variables used and state the measurement scale used for the variables listed.

Variable 1:

Variable 2:

Measurement scale of variable 1:

Measurement scale of variable 2:

  1. Construct the null hypothesis and the choice/alternative hypothesis.

Hypothesis zero (H0):

Selected hypothesis (H1):

  1. Explain about descriptive statistical analysis data.?

  2. Write the results of inferential statistical analysis.

  3. Draw conclusions from the results of inferential statistical analysis and state whether the null hypothesis can be rejected or fail to be rejected.



























ATTACHMENT 4

SCHEDUL 12

Descriptives

Attitude of Tolerance

95% Confidence Interval

for Mean

Leadership Style

Mean

Std. Devia-

tion

Std. Error

Lower

Bound

Upper

Bound

Mini-

mum

Maxi-

mum

Authoritative

30

66.5333

9.50039

1.73453

62.9858

70.0808

53.00

87.00

Affiliative

37

64.9189

8.67749

1.42657

62.0257

67.8121

53.00

82.00

Democratic

45

72.9111

7.78350

1.16030

70.5727

75.2495

58.00

89.00

Coaching

41

71.5854

10.90636

1.70329

68.1429

75.0278

50.00

88.00

Total

153

69.3725

9.76425

.78939

67.8130

70.9321

50.00

89.00

SCHEDUL 13


ANOVA

Attitude of Tolerance

Sum of Squares

df

Mean Square

Sig.

Between Groups

1739.946

3

579.982

6.777

.000

Within Groups

12751.819

149

85.583

Total

14491.765

152

  1. Name the inferential statistical tests used in TABLES 12 and 13.?

  2. List the variables used and state the measurement scale used for the variables listed.

Dependent variable:

Independent variable:

Dependent variable measurement scale:

Independent variable measurement scale:

  1. Construct the null hypothesis and the choice/alternative hypothesis.

Hypothesis zero (H0):

Selected hypothesis (H1):

  1. Explain about descriptive statistical analysis data.?

  2. Write the results of inferential statistical analysis?

  3. Draw conclusions from the results of inferential statistical analysis and state whether the null hypothesis can be rejected or fail to be rejected?

ATTACHMENT 5

SCHEDULE 14

Leadership Style * Residence Crosstabulation

Residence

Rural

Urban

Total

Leadership Style

Authoritative

Count

15

15

30

Expected Count

13.7

16.3

30.0

% of Total

9.8%

9.8%

19.6%

Affiliative

Count

25

12

37

Expected Count

16.9

20.1

37.0

% of Total

16.3%

7.8%

24.2%

Democratic

Count

16

29

45

Expected Count

20.6

24.4

45.0

% of Total

10.5%

19.0%

29.4%

Coaching

Count

14

27

41

Expected Count

18.8

22.2

41.0

% of Total

9.2%

17.6%

26.8%

Total

Count

70

83

153

Expected Count

70.0

83.0

153.0

% of Total

45.8%

54.2%

100.0%

SCHEDULE 15


Chi-Square Tests

Value

df

Asymptotic Signifi-

cance (2-sided)

Pearson Chi-Square

11.423a

.010

Likelihood Ratio

11.564

.009

Linear-by-Linear Association

5.334

.021

N of Valid Cases

153

a. 0 cells (0.0%) have expected count less than 5. The minimum expected count is 13.73.

SCHEADULE 16

Symmetric Measures

Value

Approximate Significance

Nominal by Nominal

Phi

.273

.010

Cramer's V

.273

.010

Contingency Coefficient

.264

.010

N of Valid Cases

153

  1. Name the inferential statistical tests used in TABLES 14, 15 and 16.?

  2. List the variables used and state the measurement scale used for the variables listed.?

Variable 1:

Variable 2:

Measurement scale of variable 1:

Measurement scale of variable 2:

  1. Construct the null hypothesis and the choice/alternative hypothesis.?

Hypothesis zero (H0):

Selected hypothesis (H1):

  1. Explain about descriptive statistical analysis data.?

  2. Write the results of inferential statistical analysis.?

  3. Draw conclusions from the results of inferential statistical analysis and state whether the null hypothesis can be rejected or fail to be rejected?