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1.

電子ブック

EB
by Sara van de Geer
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2016
シリーズ名: Lecture Notes in Mathematics ; 2159
オンライン: http://dx.doi.org/10.1007/978-3-319-32774-7
目次情報: 続きを見る
1 Introduction
The Lasso
3 The square-root Lasso
4 The bias of the Lasso and worst possible sub-directions
5 Confidence intervals using the Lasso
6 Structured sparsity
7 General loss with norm-penalty
8 Empirical process theory for dual norms
9 Probability inequalities for matrices
10 Inequalities for the centred empirical risk and its derivative
11 The margin condition
12 Some worked-out examples
13 Brouwer’s fixed point theorem and sparsity
14 Asymptotically linear estimators of the precision matrix
15 Lower bounds for sparse quadratic forms
16 Symmetrization, contraction and concentration
17 Chaining including concentration
18 Metric structure of convex hulls
1 Introduction
The Lasso
3 The square-root Lasso
2.

電子ブック

EB
by Palle Jorgensen, Steen Pedersen, Feng Tian
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2016
シリーズ名: Lecture Notes in Mathematics ; 2160
オンライン: http://dx.doi.org/10.1007/978-3-319-39780-1
3.

電子ブック

EB
edited by Catherine Donati-Martin, Antoine Lejay, Alain Rouault
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2016
シリーズ名: Lecture Notes in Mathematics ; 2168
オンライン: http://dx.doi.org/10.1007/978-3-319-44465-9
目次情報: 続きを見る
Mathias Beiglböck, Martin Huesmann and Florian Stebegg: Root to Kellerer
Nicolas Juillet: Peacocks Parametrised by a Partially Ordered Set
Convex order for path-dependent derivatives: a dynamic programming approach
Dai Taguchi: Stability problem for one-dimensional stochastic differential equations with discontinuous drift
Alexis Devulder: The Maximum of the Local Time of a Diffusion Process in a Drifted Brownian Potential
Mátyás Barczy and Peter Kern: A link between Bougerol’s identity and a formula due to Donati-Martin, Matsumoto and Yor
Ismal Bailleul: Large deviation principle for bridges of sub-Riemannian diffus ion processes
Jürgen Angst and Camille Tardif: Dévissage of a Poisson boundary under equivariance and regularity conditions
Nicolas Privault: Weitzenböck and Clark-Ocone decompositions for differential forms on the space of normal martingales
Anita Behme, Alexander Lindner and Makoto Maejima: On the range of exponential functionals of Lévy processes
Cédric Lecouvey and Kilian Raschel: t-Martin boundary of killed random walks in the quadrant
Christophe Profeta and Thomas Simon: On the harmonic measure of stable processes
Oleskiy Khorunzhiy: On High Moments of Strongly Diluted Large Wigner Random Matrices
Songzi Li: Dyson processes on the octonion algebra
Franck Maunoury: Necessary and sufficient conditions for the existence of a-determinantal processes
Stéphane Laurent: Filtrations of the erased-word processes
Anna Aksamit and Libo Li: Projections, pseudo-stopping times and the immersion property
David Applebaum: Stationary Random Fields on the Unitary Dual of a Compact Group
Wendelin Werner: On the spatial Markov property of soups of unoriented and oriented loops
Mathias Beiglböck, Martin Huesmann and Florian Stebegg: Root to Kellerer
Nicolas Juillet: Peacocks Parametrised by a Partially Ordered Set
Convex order for path-dependent derivatives: a dynamic programming approach
4.

電子ブック

EB
by W. A. Zúñiga-Galindo
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2016
シリーズ名: Lecture Notes in Mathematics ; 2174
オンライン: http://dx.doi.org/10.1007/978-3-319-46738-2
目次情報: 続きを見る
p-Adic Analysis: Essential Ideas and Results
Parabolic-type Equations and Markov Processes
Non-Archimedean Parabolic-type Equations With Variable Coefficients
Parabolic-Type Equations on Adeles
Fundamental Solutions and Schrödinger Equations
Pseudodifferential Equations of Klein-Gordon Type
p-Adic Analysis: Essential Ideas and Results
Parabolic-type Equations and Markov Processes
Non-Archimedean Parabolic-type Equations With Variable Coefficients
5.

電子ブック

EB
by Viorel Barbu, Giuseppe Da Prato, Michael Röckner
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2016
シリーズ名: Lecture Notes in Mathematics ; 2163
オンライン: http://dx.doi.org/10.1007/978-3-319-41069-2
目次情報: 続きを見る
Foreword
Preface
Introduction
Equations with Lipschitz nonlinearities
Equations with maximal monotone nonlinearities
Variational approach to stochastic porous media equations
L1-based approach to existence theory for stochastic porous media equations
The stochastic porous media equations in Rd
Transition semigroups and ergodicity of invariant measures
Kolmogorov equations
A Two analytical inequalities
Bibliography
Glossary
Translator’s note
Index
Foreword
Preface
Introduction
6.

電子ブック

EB
edited by Volker Schmidt
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2015
シリーズ名: Lecture Notes in Mathematics ; 2120
オンライン: http://dx.doi.org/10.1007/978-3-319-10064-7
目次情報: 続きを見る
Stein’s Method for Approximating Complex Distributions, with a View towards Point Processes
Clustering Comparison of Point Processes, with Applications to Random Geometric Models
Random Tessellations and their Application to the Modelling of Cellular Materials
Stochastic 3D Models for the Micro-structure of Advanced Functional Materials
Boolean Random Functions
Random Marked Sets and Dimension Reduction
Space-Time Models in Stochastic Geometry
Rotational Integral Geometry and Local Stereology - with a View to Image Analysis
An Introduction to Functional Data Analysis
Some Statistical Methods in Genetics
Extrapolation of Stationary Random Fields
Spatial Process Simulation
Introduction to Coupling-from-the-Past using R
References
Index
Stein’s Method for Approximating Complex Distributions, with a View towards Point Processes
Clustering Comparison of Point Processes, with Applications to Random Geometric Models
Random Tessellations and their Application to the Modelling of Cellular Materials
7.

電子ブック

EB
by Zhan Shi
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2015
シリーズ名: Lecture Notes in Mathematics ; 2151
オンライン: http://dx.doi.org/10.1007/978-3-319-25372-5
目次情報: 続きを見る
I Introduction
II Galton–Watson trees
III Branching random walks and martingales
IV The spinal decomposition theorem
V Applications of the spinal decomposition theorem
VI Branching random walks with selection
VII Biased random walks on Galton–Watson trees
A Sums of i.i.d. random variables
References
I Introduction
II Galton–Watson trees
III Branching random walks and martingales
8.

電子ブック

EB
by Denis Belomestny, Fabienne Comte, Valentine Genon-Catalot, Hiroki Masuda, Markus Reiß
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2015
シリーズ名: Lecture Notes in Mathematics ; 2128
オンライン: http://dx.doi.org/10.1007/978-3-319-12373-8
目次情報:
Estimation and calibration of Lévy models via Fourier methods
Adaptive Estimation for Lévy processes
Parametric estimation of Lévy processes
Estimation and calibration of Lévy models via Fourier methods
Adaptive Estimation for Lévy processes
Parametric estimation of Lévy processes
9.

電子ブック

EB
by Matthias Heymann
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2015
シリーズ名: Lecture Notes in Mathematics ; 2134
オンライン: http://dx.doi.org/10.1007/978-3-319-17753-3
10.

電子ブック

EB
by Anton Bovier, David Brydges, Amin Coja-Oghlan, Dmitry Ioffe, Gregory F. Lawler ; edited by Marek Biskup, Jiří Černý, Roman Kotecký
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2015
シリーズ名: Lecture Notes in Mathematics ; 2144
オンライン: http://dx.doi.org/10.1007/978-3-319-19339-7
目次情報: 続きを見る
Anton Bovier: From spin glasses to branching Brownian motion – and back?
David Brydges: The Renormalization Group and Self-AvoidingWalk
Amin Coja-Oghlan: Phase Transitions in Discrete Structures
Dmitry Ioffe: Multidimensional Random Polymers : A Renewal Approach
Gregory F. Lawler and Jacob Perlman: Loop measures and the Gaussian free field
Anton Bovier: From spin glasses to branching Brownian motion – and back?
David Brydges: The Renormalization Group and Self-AvoidingWalk
Amin Coja-Oghlan: Phase Transitions in Discrete Structures