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What type of probability problems should be modeled as [math]Arcsine[/math] distribution?
That makes sense. Are there any other distributions that would be more appropriate for modeling unbounded variables?
Yes, in cases where the variable being modeled is unbounded, alternative distributions such as the Normal distribution or the Log-Normal distribution may be more appropriate depending on the specific characteristics of the variable.