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Point process models for diurnal variation rainfall data : a thesis presented in partial fulfilment of the requirements for the degree of Doctor of Philosophy in Statistics at Massey University, Albany (Auckland), New Zealand

Ismail, Norazlina binti2014

massey

Spectral methods and computational trade-offs in high-dimensional statistical inference

Wang, TengyaoUniversity of Cambridge2016

Spectral methods have become increasingly popular in designing fast algorithms for modern highdimensional datasets. This thesis looks at several problems in which spectral methods play a central role. In some cases, we also show that such procedures have essentially the best performance among all …

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