The number of deaths of children ages 1 to 14 in 1985 compared to 1991 for 10 states was gathered. (10 points) State Number of Child Deaths in 1985 Number of Child Deaths in 1991 1 33 51 2 53 33 3 58 51 4 73 44 5 88 89 6 130 142 7 212 195 8 213 215 9 275 269 10 313 312 Part A: Determine and interpret the LSRL. (3 points) Part B: Predict the number of child deaths in 1991 for State 11 if the number in 1985 was 65. Show your work. (3 points) Part C: Calculate and interpret the residual for State 11 if the observed number of deaths in 1991 was 42. Show your work. (4 points)

Respuesta :

Solution :

From the output of regression equation given by

Number of death of children in 1991 = [tex]$-5.21226+1.003538 \times \text{ No. of child death in 1985}$[/tex]

Now, number of death of children in the year 1991 = [tex]$-5.21226+1.003538 \times \text{ No. of child death in 1985}$[/tex]

For x = no. of deaths of children in the year 1985 = 65

So substituting in the regression equation,

No. of deaths of children in year 1991 =  [tex]$-5.21226+1.003538 \times 65$[/tex]

                                                              = [tex]$60.01771$[/tex]

                                                              ≈ 60

Now residual = [tex]$\text{observed y - predicted y}$[/tex]

                      = [tex]$42-60$[/tex]

                      [tex]$-18$[/tex]

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Part(a): Number of child deaths is,

[tex]1991=-5.21226+1.003538\times[/tex]  number of child deaths in 1985

Part(b):

The number of child deaths in 1991 is 60.

Part(c): The observed is -18.

Part(a):

The given data can be solved by excel as,

From the output regression equation is,

Number of child deaths is,

[tex]1991=-5.21226+1.003538\times[/tex]  number of child deaths in 1985

Part(b):

Number of child deaths is,

[tex]1991=-5.21226+1.003538\times[/tex]  number of child deaths in 1985

For x=Number of child deaths in 1985=65

Number of child deaths in 1991 is,

[tex]-5.21226+1.003538\times65=60.01771\\=60[/tex]

Part(c):

Residual=observed y-predicted y

=42-60

=-18

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