Basics of Modern Mathematical Statistics

AvVladimir Spokoiny,Thorsten Dickhaus

Inbunden, Engelska, 2014

Del i serien Springer Texts in Statistics

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Häftad

905 kr

Beskrivning

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.

Produktinformation

Utgivningsdatum:2014-11-03
Mått:155 x 235 x 23 mm
Vikt:636 g
Format:Inbunden
Språk:Engelska
Serie:Springer Texts in Statistics
Antal sidor:296
Upplaga:2015
Förlag:Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
ISBN:9783642399084

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Mer om författaren

Vladimir Spokoiny defended his PhD at the Lomonosoff State University Moscow in 1988. Since 2000 he has been the head of the research group “Nonparametric Statistics” at the Weierstrass Institute Berlin, and since 2002 he has served as a professor of Statistics and Economics at the Humboldt University Berlin. Thorsten Dickhaus received his Ph. D. from Heinrich-Heine-University Düsseldorf in 2008. After postdoc positions at the German Diabetes Center Düsseldorf and Berlin Institute of Technology, he became a junior professor of Mathematical Statistics at the Humboldt University Berlin in 2010.

Innehållsförteckning

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.