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024 7 $a10.1007/978-3-642-39909-1
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100   $a20141025d2015      u|         0
101 0 $aeng
135   $aurnn#008mamaa
181   $ctxt
182   $cc
183   $acr
200 10$aBasics of Modern Mathematical Statistics /$fby Vladimir Spokoiny, Thorsten Dickhaus
205   $a1st ed. 2015.
210  1$aBerlin, Heidelberg :$cSpringer Berlin Heidelberg :$cImprint: Springer,$d2015.
215   $a1 online resource (XVIII, 296 p. 1 illus.)
225 1 $aSpringer Texts in Statistics,$x2197-4136
300   $aBibliographic Level Mode of Issuance: Monograph
311 08$a3-642-39908-8 
327   $aBasic 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.
330   $aThis textbook provides a unified and self-contained presentation of the main approaches to and ideas of mathematical statistics. It collects the basic mathematical ideas and tools needed as a basis for more serious studies or even independent research in statistics. The majority of existing textbooks in mathematical statistics follow the classical asymptotic framework. Yet, as modern statistics has changed rapidly in recent years, new methods and approaches have appeared. The emphasis is on finite sample behavior, large parameter dimensions, and model misspecifications. The present book provides a fully self-contained introduction to the world of modern mathematical statistics, collecting the basic knowledge, concepts and findings needed for doing further research in the modern theoretical and applied statistics. This textbook is primarily intended for graduate and postdoc students and young researchers who are interested in modern statistical methods.
410  0$aSpringer Texts in Statistics,$x2197-4136
606   $aStatistics
606   $aComputer science$xMathematics
606   $aMathematical statistics
606   $aStatistical Theory and Methods
606   $aProbability and Statistics in Computer Science
615  0$aStatistics.
615  0$aComputer science$xMathematics.
615  0$aMathematical statistics.
615 14$aStatistical Theory and Methods.
615 24$aProbability and Statistics in Computer Science.
676   $a519.5
700   $aSpokoiny$b Vladimir$4aut$4http://id.loc.gov/vocabulary/relators/aut$0768285
702   $aDickhaus$b Thorsten$4aut$4http://id.loc.gov/vocabulary/relators/aut
801  0$bMiAaPQ
801  1$bMiAaPQ
801  2$bMiAaPQ
906   $aBOOK
912   $a9910299781903321
996   $aBasics of Modern Mathematical Statistics$92543294
997   $aUNINA