Monte Carlo methods are a cornerstone of computational science, relying on random sampling to estimate quantities that are analytically intractable. A central challenge is the inherent variance of ...
High-dimensional datasets arise across disciplines from genomics and neuroimaging to finance and social science. As the number of variables grows, statistical inference and predictive modelling become ...
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