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Weak Convergence of Stochastic Processes : With Applications to Statistical Limit Theorems.

The purpose of this book is to present results on the subject of weak convergence in function spaces to study invariance principles in statistical applications to dependent random variables, U-statistics, censor data analysis. Different techniques, formerly available only in a broad range of literat...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Mandrekar, Vidyadhar S.
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin/Boston, GERMANY : De Gruyter, 2016.
Colección:De Gruyter textbook.
Temas:
Acceso en línea:Texto completo

MARC

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100 1 |a Mandrekar, Vidyadhar S. 
245 1 0 |a Weak Convergence of Stochastic Processes :  |b With Applications to Statistical Limit Theorems. 
260 |a Berlin/Boston, GERMANY :  |b De Gruyter,  |c 2016. 
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505 0 |a 1. Weak convergence of stochastic processes ; 2. Weak convergence in metric spaces ; 3. Weak convergence on C[0, 1] and D[0,8) ; 4. Central limit theorem for semi-martingales and applications ; 5. Central limit theorems for dependent random variables ; 6. Empirical process. 
520 |a The purpose of this book is to present results on the subject of weak convergence in function spaces to study invariance principles in statistical applications to dependent random variables, U-statistics, censor data analysis. Different techniques, formerly available only in a broad range of literature, are for the first time presented here in a self-contained fashion. Contents:Weak convergence of stochastic processesWeak convergence in metric spacesWeak convergence on C[0, 1] and D[0,∞)Central limit theorem for semi-martingales and applicationsCentral limit theorems for dependent random variablesEmpirical processBibliography. 
504 |a Includes bibliographical references. 
546 |a In English. 
590 |a ProQuest Ebook Central  |b Ebook Central Academic Complete 
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650 0 |a Limit theorems (Probability theory) 
650 0 |a Fourier transformations. 
650 0 |a Stochastic processes. 
650 2 |a Stochastic Processes 
650 6 |a Théorèmes limites (Théorie des probabilités) 
650 6 |a Processus stochastiques. 
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650 7 |a MATHEMATICS  |x Probability & Statistics  |x General.  |2 bisacsh 
650 7 |a Fourier transformations  |2 fast 
650 7 |a Limit theorems (Probability theory)  |2 fast 
650 7 |a Stochastic processes  |2 fast 
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