added a few more general notes
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\subsection{Notes}
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\begin{itemize}
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\item Fig 8.2 right: this should be a chi-squared distribution with one degree of freedom!
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\item Gradient ascent is used by bacteria and worms (and others) to
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approach food sources along chemical and temperature gradients (using biased random walks).
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\end{itemize}
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\subsection{New chapter: non-linear fits}
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