Question

In: Statistics and Probability

We have age and systolic blood pressure (SBP) of 10 randomly chosen people. Using this data,...

  1. We have age and systolic blood pressure (SBP) of 10 randomly chosen people. Using this data, we would like to create a model to predict systolic blood pressure from age.

Age

SBP

53

137

50

132

54

149

48

132

43

120

43

126

63

161

63

170

62

152

65

164

  1. Write out the model with the beta coefficients.
  2. (6pts) Put this data into SPSS, and find the parameter estimates. Write out the prediction equation. Interpret the prediction equation. **Show SPSS Commands**

Solutions

Expert Solution

a] The required model for given set of data is

where x is AGE Independent variable

SBP is systolic blood pressure (SBP) dependent variable.

is intercept

slope parameter

b]

SO REQUIRED EQUATION IS

Interpretation: For every an year increase in Age then there will be an increase of 1.966 SBP

Commands :


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