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$$
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\begin{array}{|l|c|c|}
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\hline
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\text{Aspect} & \text{Parametric Methods} & \text{Non-Parametric Methods} \\
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\textbf{Aspect} & \textbf{Parametric Methods} & \textbf{Non-Parametric Methods} \\
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\hline
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\text{Assumptions} & Strong (e.g., normality) & Weak (no distribution assumptions) \\
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\text{Assumptions} & \text{Strong (e.g., normality)} & \text{Weak (no distribution assumptions)} \\
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\hline
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\text{Flexibility} & Less flexible & More flexible \\
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\text{Flexibility} & \text{Less flexible} & \text{More flexible} \\
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\hline
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\text{Efficiency with Small Data} & High & May require more data \\
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\text{Efficiency with Small Data} & \text{High} & \text{May require more data} \\
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\hline
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\text{Complexity} & Fixed complexity & Grows with data \\
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\text{Complexity} & \text{Fixed complexity} & \text{Grows with data} \\
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\hline
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\end{array}
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$$
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