Basics of Modern Mathematical Statistics (Springer Texts in by Vladimir Spokoiny,Thorsten Dickhaus

By Vladimir Spokoiny,Thorsten Dickhaus

This textbook offers a unified and self-contained presentation of the most methods to and ideas of mathematical facts. It collects the fundamental mathematical rules and instruments wanted as a foundation for extra critical examine or perhaps self sustaining study in facts. nearly all of present textbooks in mathematical information persist with the classical asymptotic framework. but, as sleek information has replaced quickly in recent times, new tools and techniques have seemed. The emphasis is on finite pattern habit, huge parameter dimensions, and version misspecifications. the current ebook presents an absolutely self-contained creation to the realm of recent mathematical records, gathering the fundamental wisdom, options and findings wanted for doing additional study within the smooth theoretical and utilized information. This textbook is essentially meant for graduate and postdoc scholars and younger researchers who're attracted to glossy statistical methods.

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