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1. Stochastic Ageing and Dependence for Reliability
by Chin-Diew Lai, Min Xie
出版情報: New York, NY : Springer Science+Business Media, Inc., 2006
オンライン: http://dx.doi.org/10.1007/0-387-34232-X
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2. Copula Theory and Its Applications : Proceedings of the Workshop Held in Warsaw, 25-26 September 2009
edited by Piotr Jaworski, Fabrizio Durante, Wolfgang Karl Härdle, Tomasz Rychlik
出版情報: Berlin, Heidelberg : Springer Berlin Heidelberg, 2010
シリーズ名: Lecture Notes in Statistics ; 198
オンライン: http://dx.doi.org/10.1007/978-3-642-12465-5
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3. Modelling Operational Risk Using Bayesian Inference
by Pavel V. Shevchenko
出版情報: Berlin, Heidelberg : Springer-Verlag Berlin Heidelberg, 2011
オンライン: http://dx.doi.org/10.1007/978-3-642-15923-7
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4. International Encyclopedia of Statistical Science
edited by Miodrag Lovric
出版情報: Berlin, Heidelberg : Springer-Verlag Berlin Heidelberg, 2011
オンライン: http://dx.doi.org/10.1007/978-3-642-04898-2
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5. Parametric Statistical Change Point Analysis : With Applications to Genetics, Medicine, and Finance. Second Edition
by Jie Chen, Arjun K. Gupta
出版情報: Boston : Birkhäuser Boston, 2012
オンライン: http://dx.doi.org/10.1007/978-0-8176-4801-5
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6. Copulae in Mathematical and Quantitative Finance : Proceedings of the Workshop Held in Cracow, 10-11 July 2012
edited by Piotr Jaworski, Fabrizio Durante, Wolfgang Karl Härdle
出版情報: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013
シリーズ名: Lecture Notes in Statistics ; 213
オンライン: http://dx.doi.org/10.1007/978-3-642-35407-6
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A Convolution-based Autoregressive Process by Umberto Cherubini and Fabio Gobbi
Selection of Vine Copulas by Claudia Czado, Eike Christian Brechmann and Lutz Gruber
Copulas in Machine Learning by Gal Elidan
An Overview of the Goodness-of-fit Test problem for Copulas by Jean-David Fermanian
Assessing and Modeling Asymmetry in Bivariate Continuous data by Christian Genest and Johanna G. Nešehová
Modeling Time-Varying Dependencies between Positive-Valued High-Frequency Time Series by Nikolaus Hautsch, Ostap Okhrin and Alexander Ristig
The Limiting Properties of Copulas under Univariate Conditioning by Piotr Jaworski
Singular Mixture Copulas by Dominic Lauterbach and Dietmar Pfeifer
Toward a Copula Theory for Multivariate Regular Variation by Haijun Li
CIID Frailty Models and Implied Copulas by Jan-Frederik Mai, Matthias Scherer and Rudi Zagst
Copula-based Models for Multivariate Discrete Response Data by Aristidis K. Nikoloulopoulos
Vector Generalized Linear Models: A Gaussian Copula Approach by Peter X
K. Song, Mingyao Li and Peng Zhang
APPENDIX A: Gaussian-Hermite Quadrature
APPENDIX B: AREs of GEE and VGLM for binary
Application of Bernstein Copulas to the Pricing of Multi-asset Derivatives by Bertrand Tavin
A Convolution-based Autoregressive Process by Umberto Cherubini and Fabio Gobbi
Selection of Vine Copulas by Claudia Czado, Eike Christian Brechmann and Lutz Gruber
Copulas in Machine Learning by Gal Elidan
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7. Long-Memory Processes : Probabilistic Properties and Statistical Methods
by Jan Beran, Yuanhua Feng, Sucharita Ghosh, Rafal Kulik
出版情報: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013
オンライン: http://dx.doi.org/10.1007/978-3-642-35512-7
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Definition of Long Memory
Origins and Generation of Long Memory
Mathematical Concepts
Limit Theorems
Statistical Inference for Stationary Processes
Statistical Inference for Nonlinear Processes
Statistical Inference for Nonstationary Processes
Forecasting
Spatial and Space-Time Processes
Resampling
Function Spaces
Regularly Varying Functions
Vague Convergence
Some Useful Integrals
Notation and Abbreviations
Definition of Long Memory
Origins and Generation of Long Memory
Mathematical Concepts
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8. Robustness in Statistical Forecasting
by Yuriy Kharin
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2013
オンライン: http://dx.doi.org/10.1007/978-3-319-00840-0
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Preface
Symbols and Abbreviations
Introduction
A Decision-Theoretic Approach to Forecasting
Time Series Models of Statistical Forecasting
Performance and Robustness Characteristics in Statistical Forecasting
Forecasting under Regression Models of Time Series
Robustness of Time Series Forecasting Based on Regression Models
Optimality and Robustness of ARIMA Forecasting
Optimality and Robustness of Vector Autoregression Forecasting under Missing Values
Robustness of Multivariate Time Series Forecasting Based on Systems of Simultaneous Equations
Forecasting of Discrete Time Series
Index
Preface
Symbols and Abbreviations
Introduction
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9. Mathematical Statistics and Limit Theorems : Festschrift in Honour of Paul Deheuvels
edited by Marc Hallin, David M. Mason, Dietmar Pfeifer, Josef G. Steinebach
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2015
オンライン: http://dx.doi.org/10.1007/978-3-319-12442-1
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István Berkes and Robert Tichy: Lacunary Series and Stable Distributions
Gérard Biau and David M. Mason: High-Dimensional p-Norms
Denis Bosq: Estimating and Detecting Jumps – Applications to D[0,1]-valued Linear Processes
Maëva Biret, Michel Broniatowski and Zansheng Cao: A Sharp Abelian Theorem for the Laplace Transform
Endre Csáki and Miklós Csörgő: On Bahadur-Kiefer Type Processes for Sums and Renewals in Dependent Cases
El hadji Deme, Stéphane Girard, and Armelle Guillou: Reduced-bias Estimator of the Conditional Tail Expectation of Heavy-tailed Distributions
Erich Haeusler and Stefan Horni: On Sequential Empirical Distribution Functions for Random Variables with Mean Zero
Marc Hallin, Ramon van den Akker, and Bas J.M. Werker: On Quadratic Expansions of Log-Likelihoods and a General Asymptotic Linearity Result
Michel Harel, Jean-François Lenain and Joseph Ngatchou-Wandji: Asymptotic Normality of Binned Kernel Density Estimators for Non-Stationary Dependent Random Variables
Enkelejd Hashorva, Mikhail Lifshits, Oleg Seleznjev: Approximation of a Random Process with Variable Smoothness
Gennady Martynov: A Cramér-von Mises Test for Gaussian Processes
Ya. Yu. Nikitin and M. Ahsanullah: New U-empirical Tests of Symmetry Based on Extremal Order Statistics, and Their Efficiencies
Davy Paindaveine and Thomas Verdebout: Optimal Rank-Based Tests for the Location Parameter of a Rotationally Symmetric Distribution on the Hypersphere
Dominic Lauterbach and Dietmar Pfeifer: Some Extensions of Singular Mixture Copulas
Adrian E. Raftery: Paul Deheuvels – Mentor, Advocate for Statistics, and Applied Statistician
Paul Doukhan, Oleg I. Klesov, and Josef G. Steinebach: Strong Laws of Large Numbers in an Fα-scheme
Ju-Yi Yen and Marc Yor: On Two Results of P. Deheuvels
Ju-Yi Yen and Marc Yor: Some Topics in Probability Theory
István Berkes and Robert Tichy: Lacunary Series and Stable Distributions
Gérard Biau and David M. Mason: High-Dimensional p-Norms
Denis Bosq: Estimating and Detecting Jumps – Applications to D[0,1]-valued Linear Processes
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10. Records via Probability Theory. 1st ed. 2015
by Mohammad Ahsanullah, Valery B. Nevzorov
出版情報: Paris : Atlantis Press : Imprint: Atlantis Press, 2015
シリーズ名: Atlantis Studies in Probability and Statistics ; 6
オンライン: http://dx.doi.org/10.2991/978-94-6239-136-9
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Introduction
Order Statistics
Record Times
Record Values
Record Values of Some Well Known Distributions
Records of Discrete Distributions
Estimation of Parameters and Prediction of Records
Characterizations of Distributions
Asymptotic Distributions of Records
Nonclassical Record Scheme
Introduction
Order Statistics
Record Times