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A top-hat distribution means the value is constant along the entire range. If you are plotting a system on an xy graph, the y value is constant from x1 to x2. It looks like a tophat, hence, it's called a top-hat distribution. Horizontal just refers to the slope.

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Q: What is Top-Hat horizontal distribution?
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