03428nam 22006615 450 991029978190332120250413111136.03-642-39909-610.1007/978-3-642-39909-1(CKB)3710000000269734(SSID)ssj0001372539(PQKBManifestationID)11890739(PQKBTitleCode)TC0001372539(PQKBWorkID)11304606(PQKB)11234256(DE-He213)978-3-642-39909-1(MiAaPQ)EBC6312867(MiAaPQ)EBC5586013(Au-PeEL)EBL5586013(OCoLC)894040081(PPN)182098923(EXLCZ)99371000000026973420141025d2015 u| 0engurnn#008mamaatxtccrBasics of Modern Mathematical Statistics /by Vladimir Spokoiny, Thorsten Dickhaus1st ed. 2015.Berlin, Heidelberg :Springer Berlin Heidelberg :Imprint: Springer,2015.1 online resource (XVIII, 296 p. 1 illus.)Springer Texts in Statistics,2197-4136Bibliographic Level Mode of Issuance: Monograph3-642-39908-8 Basic notions -- Parameter Estimation for an i.i.d. Model -- Regression Estimation --  Estimation in Linear Models -- Bayes Estimation -- Testing a Statistical Hypothesis -- Testing in Linear Models -- Some other Testing Methods --  Deviation Probability for Quadratic Forms.This textbook provides a unified and self-contained presentation of the main approaches to and ideas of mathematical statistics. It collects the basic mathematical ideas and tools needed as a basis for more serious studies or even independent research in statistics. The majority of existing textbooks in mathematical statistics follow the classical asymptotic framework. Yet, as modern statistics has changed rapidly in recent years, new methods and approaches have appeared. The emphasis is on finite sample behavior, large parameter dimensions, and model misspecifications. The present book provides a fully self-contained introduction to the world of modern mathematical statistics, collecting the basic knowledge, concepts and findings needed for doing further research in the modern theoretical and applied statistics. This textbook is primarily intended for graduate and postdoc students and young researchers who are interested in modern statistical methods.Springer Texts in Statistics,2197-4136StatisticsComputer scienceMathematicsMathematical statisticsStatistical Theory and MethodsProbability and Statistics in Computer ScienceStatistics.Computer scienceMathematics.Mathematical statistics.Statistical Theory and Methods.Probability and Statistics in Computer Science.519.5Spokoiny Vladimirauthttp://id.loc.gov/vocabulary/relators/aut768285Dickhaus Thorstenauthttp://id.loc.gov/vocabulary/relators/autMiAaPQMiAaPQMiAaPQBOOK9910299781903321Basics of Modern Mathematical Statistics2543294UNINA