Blood Pressure Control in Children [12] reported the observed 90th per-centile of SBP in single years of age from age 1 to 17 based on prior studies. The data for boys of average height are given in Table 11.18. Suppose we seek a more efficient way to display the data

Linear Algebra: A Modern Introduction
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Author:David Poole
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Chapter7: Distance And Approximation
Section7.3: Least Squares Approximation
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The Update to the Task Force Report on Blood Pressure Control in Children [12] reported the observed 90th per-centile of SBP in single years of age from age 1 to 17 based on prior studies. The data for boys of average height are given in Table 11.18. Suppose we seek a more efficient way to display the data and choose linear regression to accomplish this task.

age sbp

    1  99

    2 102

    3 105

    4 107

    5 108

    6 110

    7 111

    8 112

    9 114

  10 115

  11 117

  12 120

  13 122

  14 125

  15 127

  16 130

  17 132

Do you think the linear regression provides a good fit to the data? Why or why not? Use residual analysis to justify your answer.

Am I supposed to run a residual plot and QQ-plot for this question?

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