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This textbook presents a unified and self-contained presentation of the first approaches to and ideas of mathematical statistics. It collects the important mathematical ideas and tools needed as a basis for additional crucial analysis and even unbiased evaluation in statistics. The majority of current textbooks in mathematical statistics adjust to the classical asymptotic framework. However, as fashionable statistics has modified shortly in present years, new methods and approaches have appeared. The emphasis is on finite sample conduct, big parameter dimensions, and model misspecifications. The present book gives a completely self-contained introduction to the world of fashionable mathematical statistics, amassing the important info, concepts and findings needed for doing further evaluation in the trendy theoretical and utilized statistics. This textbook is primarily meant for graduate and postdoc school college students and youthful researchers who’re in fashionable statistical methods.
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