30 minutes on stationary bike then
some hip exercises, stretches, and hot tub. To my relief it doesn't appear
that any major damage was done yesterday. My hamstrings are more sore
than anything else while my quads and calves feel surprisingly good. Chaffing is
inevitable but skin heals fast.
For fun I charted my average marathon
times (excluding some trail races) by year since my first in 2000. Then I plotted the polynomial trend line and excel
magically gave me the trend line equation.
According to the trend I should hit the OTQ sometime in 2014 and break
the WR in 2019. :) Unfortunately age and human
genetics are working against me so this line really needs to be logarithmic. For now I like the look of this line better.
y
= -6E-05x2 - 0.0004x + 0.116 x is the year and y predicts the time.
![](data:image/png;base64,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)
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