%图 \begin{figure}[H] \centering \includegraphics[width=12cm]{flowchartmodel1.png} \caption{} \label{} \end{figure} %表 \begin{table}[H]\small \centering \caption{Truncation Correction for Key High-Demand Sites} \label{tab:truncation_correction} \begin{tabular}{lcccc} \toprule Site Name & $\mu$ & $p_{trunc}$&$\tilde{\mu}$ & Correction Magnitude \\ \midrule MFP Waverly & 396.6 & 81.57\% & 429.0 & +8.2\% \\ MFP Avoca & 314.6 & 26.84\% & 323.0 & +2.7\% \\ MFP Endwell United Methodist & 285.3 & 14.34\% & 289.3 & +1.4\% \\ MFP College TC3 - College & 261.5 & 16.80\% & 265.9 & +1.7\% \\ MFP Redeemer Lutheran Church & 230.6 & 10.07\% & 232.9 & +1.0\% \\ \bottomrule \end{tabular} \end{table} %有颜色的表 \begin{table}[H] \small \centering \caption{Performance Comparison of Different Allocation Schemes } \label{tab:allocation_performance} % 缩放至单栏宽度,保留1em内边距避免贴边 \resizebox{\dimexpr\linewidth-1em\relax}{!}{ \begin{tabular}{lllll} \toprule[1pt] % 加粗顶线 \rowcolor{white} % 表头底色为白 Allocation Scheme & E1 & E2& F1$\downarrow$ & F2 $\uparrow$\\ \midrule[0.6pt] \rowcolor{recommendColor} % 推荐方案浅蓝底色 Recommended Scheme ($\tilde{\mu}$ Proportional) & 139,469 & 131,462 & 0.314 & 2.00 \\ \rowcolor{baselineColor} % 基线方案浅灰底色 Baseline 1: Uniform Allocation & 104,797 & 101,309 & 0.024 & 9.25 \\ \rowcolor{baselineColor} Baseline 2: 2019 Historical Scaling & 104,071 & 100,264 & 0.091 & 5.00 \\ \rowcolor{baselineColor} Baseline 3: Raw Demand Proportion (Raw $\mu$) & 139,129 & 131,397 & 0.313 & 2.00 \\ \bottomrule[1pt] % 加粗底线 \end{tabular} } \end{table} %点 \begin{itemize} \item \textbf{Survivorship Bias in Observed Data}: The table and Figure \ref{Truncation Correction for High-Demand Sites} reveal "survivorship bias" in observed data. For MFP Waverly, its 81.57\% truncation probability means the site operated nearly permanently at full capacity historically—its observed mean reflects capacity limits, not the ceiling of true demand. \item \textbf{Significance of Correction}: Via the truncated normal model, the site’s potential demand is adjusted upward to 429.0. This ensures resource allocation is based on "actual community needs" , resolving the underestimation of high-demand areas due to insufficient past provision. \end{itemize}