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"statistical modelling through" » "statistical modeling through" (Expand Search), "statistical models through" (Expand Search), "statistical sampling through" (Expand Search), "statistical counselling through" (Expand Search), "statistical model through" (Expand Search), "statistical folding through" (Expand Search)
"statistical learning theory" » "statistical modeling theory" (Expand Search), "statistical sampling theory" (Expand Search), "statistical learning theories" (Expand Search), "statistical reasoning theory" (Expand Search), "statistical sharing theory" (Expand Search)
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Mathematical foundation of data science
Published 2020“…Later, the method of chaining and the combinatorial reasoning based on the VC dimensionenables us to bound the subgaussian-incremented processes and random quadratic form, extending two applications about empirical processes and statistical learning theory. The last bulk of thebook commenced with a remarkably useful uniform deviation inequality for random matrices andrandom projections, whose consequences embrace several recoveries of the results proved earlierby different methods and two innovated results - M bound and the Escape theorem. …”
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Final Year Project (FYP)