Question

In: Statistics and Probability

The following sample observations were randomly selected. (Round intermediate calculations and final answers to 2 decimal...

The following sample observations were randomly selected. (Round intermediate calculations and final answers to 2 decimal places.)

x 4 5 4 6 9
y 4 6 3 7 7

a.The regression equation is ŷ = .............................. +................................x

b.When X is 8 this gives ŷ =...................................

Solutions

Expert Solution

We need to find the regression equation for the data. To do that, we need the squares and cross products of individual x and y's and we form the table below to do that.

4 4 16 16 16
5 6 25 36 30
4 3 16 9 12
6 7 36 49 42
9 7 81 49 63
Total 28 27 174 159 163

Here we have n=5,

The mean of x

The mean of y,

Calculate

  

  

  

  

  

The regression coefficient is given by

The intercept is estimated by

  

  

a) The regression equation is

b) When X is 8 this gives

  


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