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Fixing caption for Figure 2
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jwbowers committed Mar 26, 2016
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Expand Up @@ -198,16 +198,14 @@ \section{Hypothesis testing as model fit assessment: The SSR test statistic}
similar outcome distributions.

\begin{figure}[H]\centering
\includegraphics[width=.9\textwidth]{ksvsssr-boxplots.pdf}
\caption{Distributions of the simulated data from left to right: $y_0$
outcome with no experiment, observed outcome after random assignment,
outcomes implied by a constant additive model of effects ("Add. Model"), outcomes implied by a constant
multiplicative model ("Mult. Model"). The hypothesized model parameters $\tau_0$ that
produce the patterns shown are printed on the plot. The proportion of
simulated tests in which these values of $\tau_0$ with $p$-values less
than $\alpha=.05$ by the KS and SSR test statistics are printed on the plot as $\text{pow}_{KS}$ and
$\text{pow}_\text{SSR}$. The SSR test statistic has more power for the
Normal outcomes and less power for the skewed outcome.}\label{fig:boxplot}
\includegraphics[width=.99\textwidth]{ksvsssr-boxplots.pdf}
\caption{The SSR test statistic has more power than the KS test statistic for the Normal outcome and
less power for the skewed outcome. Each panel shows distributions of simulated data from left to right:
outcome with no experiment ($y_0$), observed outcome after random assignment,
outcomes implied by a constant additive model of effects (``Add. Model''),
and outcomes implied by a constant multiplicative model (``Mult. Model''). The hypothesized model parameters $\tau_0$ that
produce the patterns, and the power of the tests using the KS and SSR test
statistics, are printed below the models.}\label{fig:boxplot}
\end{figure}

When we assessed power across many alternative hypotheses, our intuition was
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