Data was collected from 64 randomly selected countries in an attempt to determine the major

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Data was collected from 64 randomly selected countries in an attempt to determine the major determinants of child mortality (CM) rate. The group collecting the data believes that mortality is determined by female literacy rate percent (FLFP), per capital Gross National Product (pGNP) and total fertility rate (TFR). The data is presented in Table 1.

Observation

CM

FLFP

PGNP

TFR

Observation

CM

FLFP

PGNP

TFR

1

128

37

1870

6.66

33

142

50

8640

7.17

2

204

22

130

6.15

34

104

62

350

6.6

3

202

16

310

7

35

287

31

230

7

4

197

65

570

6.25

36

41

66

1620

3.91

5

96

76

2050

3.81

37

312

11

190

6.7

6

209

26

200

6.44

38

77

88

2090

4.2

7

170

45

670

6.19

39

142

22

900

5.43

8

240

29

300

5.89

40

262

22

230

6.5

9

241

11

120

5.89

41

215

12

140

6.25

10

55

55

290

2.36

42

246

9

330

7.1

11

75

87

1180

3.93

43

191

31

1010

7.1

12

129

55

900

5.99

44

182

19

300

7

13

24

93

1730

3.5

45

37

88

1730

3.46

14

165

31

1150

7.41

46

103

35

780

5.66

15

94

77

1160

4.21

47

67

85

1300

4.82

16

96

80

1270

5

48

143

78

930

5

17

148

30

580

5.27

49

83

85

690

4.74

18

98

69

660

5.21

50

223

33

200

8.49

19

161

43

420

6.5

51

240

19

450

6.5

20

118

47

1080

6.12

52

312

21

280

6.5

21

269

17

290

6.19

53

12

79

4430

1.69

22

189

35

270

5.05

54

52

83

270

3.25

23

126

58

560

6.16

55

79

43

1340

7.17

24

12

81

4240

1.8

56

61

88

670

3.52

25

167

29

240

4.75

57

168

28

410

6.09

26

135

65

430

4.1

58

28

95

4370

2.86

27

107

87

3020

6.66

59

121

41

1310

4.88

28

72

63

1420

7.28

60

115

62

1470

3.89

29

128

49

420

8.12

61

186

45

300

6.9

30

27

63

19830

5.23

62

47

85

3630

4.1

31

152

84

420

5.79

63

178

45

220

6.09

32

224

23

530

6.5

64

142

67

560

7.2

Note:

CM = Child mortality, the number of deaths of children under age 5 in a year per 1000 live births.

FLFP = Female literacy rate, percent.

PGNP = per capita Gross National Product (GNP) in dollars.

TFR = total fertility rate, the average number of children born to a woman, using age specific fertility rates for a given year.


Answer the following questions.


a. Determine the estimated regression equation.

 

b. Determine and interpret the value of adjusted R-square.


c. What conclusion can make you about the overall statistical significance of the estimated regression model?


d. For the given sample of countries, what is the average marginal value of a dollar of per capita GNP?


e. What conclusion can make you about the statistical significance of linear relationship between Female literacy rate and Child Mortality?

    • 11 years ago
    Data was collected from 64 randomly selected countries in an attempt to determine the major
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