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Normal approximations with Malliavin calculus : from Stein's method to universality / / Ivan Nourdin, Giovanni Peccati [[electronic resource]]
Normal approximations with Malliavin calculus : from Stein's method to universality / / Ivan Nourdin, Giovanni Peccati [[electronic resource]]
Autore Nourdin Ivan
Pubbl/distr/stampa Cambridge : , : Cambridge University Press, , 2012
Descrizione fisica 1 online resource (xiv, 239 pages) : digital, PDF file(s)
Disciplina 519.2/3
Collana Cambridge tracts in mathematics
Soggetto topico Approximation theory
Malliavin calculus
ISBN 1-107-23077-2
1-280-87800-2
1-139-37878-3
9786613719317
1-139-37592-X
1-139-08465-8
1-139-38021-4
1-139-37193-2
1-139-37735-3
Classificazione MAT029000
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Malliavin operators in the one-dimensional case -- Malliavin operators and isonormal Gaussian processes -- Stein's method for one-dimensional normal approximations -- Multidimensional Stein's method -- Stein meets Malliavin : univariate normal approximations -- Multivariate normal approximations -- Exploring the Breuer-Major theorem -- Computation of cumulants -- Exact asymptotics and optimal rates -- Density estimates -- Homogeneous sums and universality -- Gaussian elements, cumulants and Edgeworth expansions -- Hilbert space notation -- Distances between probability measures -- Fractional Brownian motion -- Some results from functional analysis.
Record Nr. UNINA-9910818152303321
Nourdin Ivan  
Cambridge : , : Cambridge University Press, , 2012
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Probability, statistics, and stochastic processes / / Peter Olofsson, Mikael Andersson
Probability, statistics, and stochastic processes / / Peter Olofsson, Mikael Andersson
Autore Olofsson Peter <1963->
Edizione [2nd ed.]
Pubbl/distr/stampa Hoboken, N.J., : Wiley, 2012
Descrizione fisica 1 online resource (574 p.)
Disciplina 519.2
519.2/3
519.23
Altri autori (Persone) AnderssonMikael
Soggetto topico Stochastic processes
Probabilities
Mathematical statistics
ISBN 1-280-59245-1
9786613622280
1-118-23129-5
1-118-23130-9
Classificazione MAT029000
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto PROBABILITY, STATISTICS, AND STOCHASTIC PROCESSES; CONTENTS; Preface; Preface to the First Edition; 1 Basic Probability Theory; 1.1 Introduction; 1.2 Sample Spaces and Events; 1.3 The Axioms of Probability; 1.4 Finite Sample Spaces and Combinatorics; 1.4.1 Combinatorics; 1.5 Conditional Probability and Independence; 1.5.1 Independent Events; 1.6 The Law of Total Probability and Bayes' Formula; 1.6.1 Bayes' Formula; 1.6.2 Genetics and Probability; 1.6.3 Recursive Methods; Problems; 2 Random Variables; 2.1 Introduction; 2.2 Discrete Random Variables; 2.3 Continuous Random Variables
2.3.1 The Uniform Distribution2.3.2 Functions of Random Variables; 2.4 Expected Value and Variance; 2.4.1 The Expected Value of a Function of a Random Variable; 2.4.2 Variance of a Random Variable; 2.5 Special Discrete Distributions; 2.5.1 Indicators; 2.5.2 The Binomial Distribution; 2.5.3 The Geometric Distribution; 2.5.4 The Poisson Distribution; 2.5.5 The Hypergeometric Distribution; 2.5.6 Describing Data Sets; 2.6 The Exponential Distribution; 2.7 The Normal Distribution; 2.8 Other Distributions; 2.8.1 The Lognormal Distribution; 2.8.2 The Gamma Distribution; 2.8.3 The Cauchy Distribution
2.8.4 Mixed Distributions2.9 Location Parameters; 2.10 The Failure Rate Function; 2.10.1 Uniqueness of the Failure Rate Function; Problems; 3 Joint Distributions; 3.1 Introduction; 3.2 The Joint Distribution Function; 3.3 Discrete Random Vectors; 3.4 Jointly Continuous Random Vectors; 3.5 Conditional Distributions and Independence; 3.5.1 Independent Random Variables; 3.6 Functions of Random Vectors; 3.6.1 Real-Valued Functions of Random Vectors; 3.6.2 The Expected Value and Variance of a Sum; 3.6.3 Vector-Valued Functions of Random Vectors; 3.7 Conditional Expectation
3.7.1 Conditional Expectation as a Random Variable3.7.2 Conditional Expectation and Prediction; 3.7.3 Conditional Variance; 3.7.4 Recursive Methods; 3.8 Covariance and Correlation; 3.8.1 The Correlation Coefficient; 3.9 The Bivariate Normal Distribution; 3.10 Multidimensional Random Vectors; 3.10.1 Order Statistics; 3.10.2 Reliability Theory; 3.10.3 The Multinomial Distribution; 3.10.4 The Multivariate Normal Distribution; 3.10.5 Convolution; 3.11 Generating Functions; 3.11.1 The Probability Generating Function; 3.11.2 The Moment Generating Function; 3.12 The Poisson Process
3.12.1 Thinning and SuperpositionProblems; 4 Limit Theorems; 4.1 Introduction; 4.2 The Law of Large Numbers; 4.3 The Central Limit Theorem; 4.3.1 The Delta Method; 4.4 Convergence in Distribution; 4.4.1 Discrete Limits; 4.4.2 Continuous Limits; Problems; 5 Simulation; 5.1 Introduction; 5.2 Random Number Generation; 5.3 Simulation of Discrete Distributions; 5.4 Simulation of Continuous Distributions; 5.5 Miscellaneous; Problems; 6 Statistical Inference; 6.1 Introduction; 6.2 Point Estimators; 6.2.1 Estimating the Variance; 6.3 Confidence Intervals
6.3.1 Confidence Interval for the Mean in the Normal Distribution with Known Variance
Record Nr. UNINA-9910141253303321
Olofsson Peter <1963->  
Hoboken, N.J., : Wiley, 2012
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Quasi-stationary distributions : Markov chains, diffusions and dynamical systems / / by Pierre Collet, Servet Martínez, Jaime San Martín
Quasi-stationary distributions : Markov chains, diffusions and dynamical systems / / by Pierre Collet, Servet Martínez, Jaime San Martín
Autore Collet Pierre
Edizione [1st ed. 2013.]
Pubbl/distr/stampa Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2013
Descrizione fisica 1 online resource (287 p.)
Disciplina 519.2/3
519.232
Collana Probability and Its Applications
Soggetto topico Probabilities
Dynamics
Ergodic theory
Biomathematics
Partial differential equations
Probability Theory and Stochastic Processes
Dynamical Systems and Ergodic Theory
Genetics and Population Dynamics
Partial Differential Equations
ISBN 1-283-90989-8
3-642-33131-9
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto 1.Introduction -- 2.Quasi-stationary Distributions: General Results -- 3.Markov Chains on Finite Spaces -- 4.Markov Chains on Countable Spaces -- 5.Birth and Death Chains -- 6.Regular Diffusions on [0,∞) -- 7.Infinity as Entrance Boundary -- 8.Dynamical Systems -- References -- Index -- Table of Notations -- Citations Index. .
Record Nr. UNINA-9910438149203321
Collet Pierre  
Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2013
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Random fields and stochastic Lagrangian models [[electronic resource] ] : analysis and applications in turbulence and porous media / / Karl K. Sabelfeld
Random fields and stochastic Lagrangian models [[electronic resource] ] : analysis and applications in turbulence and porous media / / Karl K. Sabelfeld
Autore Sabelʹfelʹd K. K (Karl Karlovich)
Pubbl/distr/stampa Berlin, : De Gruyter, 2013
Descrizione fisica 1 online resource (415 p.)
Disciplina 519.2/3
Soggetto topico Random fields
Lagrangian functions
Lagrange spectrum
Soggetto genere / forma Electronic books.
ISBN 3-11-029681-0
Classificazione RB 10115
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Frontmatter -- Preface -- Contents -- Chapter 1. Introduction -- Chapter 2. Stochastic simulation of vector Gaussian random fields -- Chapter 3. Stochastic Lagrangian models of turbulent flows: Relative dispersion of a pair of fluid particles -- Chapter 4. A new Lagrangian model of 2-particle relative turbulent dispersion -- Chapter 5. The combined Eulerian-Lagrangian model -- Chapter 6. Stochastic Lagrangian models for 2-particle relative dispersion in high-Reynolds-number turbulence -- Chapter 7. Stochastic Lagrangian models for 2-particle motion in turbulent flows. Numerical results -- Chapter 8. The 1-particle stochastic Lagrangian model for turbulent dispersion in horizontally homogeneous turbulence -- Chapter 9. Direct and adjoint Monte Carlo for the footprint problem -- Chapter 10. Lagrangian stochastic models for turbulent dispersion in an atmospheric boundary layer -- Chapter 11. Analysis of the relative dispersion of two particles by Lagrangian stochastic models and DNS methods -- Chapter 12. Evaluation of mean concentration and fluxes in turbulent flows by Lagrangian stochastic models -- Chapter 13. Stochastic Lagrangian footprint calculations over a surface with an abrupt change of roughness height -- Chapter 14. Stochastic flow simulation in 3D porous media -- Chapter 15. A Lagrangian stochastic model for the transport in statistically homogeneous porous media -- Chapter 16. Coagulation of aerosol particles in intermittent turbulent flows -- Chapter 17. Stokes flows under random boundary velocity excitations -- Bibliography -- Index
Record Nr. UNINA-9910452932103321
Sabelʹfelʹd K. K (Karl Karlovich)  
Berlin, : De Gruyter, 2013
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Random fields and stochastic Lagrangian models [[electronic resource] ] : analysis and applications in turbulence and porous media / / Karl K. Sabelfeld
Random fields and stochastic Lagrangian models [[electronic resource] ] : analysis and applications in turbulence and porous media / / Karl K. Sabelfeld
Autore Sabelʹfelʹd K. K (Karl Karlovich)
Pubbl/distr/stampa Berlin, : De Gruyter, 2013
Descrizione fisica 1 online resource (415 p.)
Disciplina 519.2/3
Soggetto topico Random fields
Lagrangian functions
Lagrange spectrum
Soggetto non controllato Footprint Function
Lagrangian Stochastic Model
Random Field
Stochastic Flow
ISBN 3-11-029681-0
Classificazione RB 10115
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Frontmatter -- Preface -- Contents -- Chapter 1. Introduction -- Chapter 2. Stochastic simulation of vector Gaussian random fields -- Chapter 3. Stochastic Lagrangian models of turbulent flows: Relative dispersion of a pair of fluid particles -- Chapter 4. A new Lagrangian model of 2-particle relative turbulent dispersion -- Chapter 5. The combined Eulerian-Lagrangian model -- Chapter 6. Stochastic Lagrangian models for 2-particle relative dispersion in high-Reynolds-number turbulence -- Chapter 7. Stochastic Lagrangian models for 2-particle motion in turbulent flows. Numerical results -- Chapter 8. The 1-particle stochastic Lagrangian model for turbulent dispersion in horizontally homogeneous turbulence -- Chapter 9. Direct and adjoint Monte Carlo for the footprint problem -- Chapter 10. Lagrangian stochastic models for turbulent dispersion in an atmospheric boundary layer -- Chapter 11. Analysis of the relative dispersion of two particles by Lagrangian stochastic models and DNS methods -- Chapter 12. Evaluation of mean concentration and fluxes in turbulent flows by Lagrangian stochastic models -- Chapter 13. Stochastic Lagrangian footprint calculations over a surface with an abrupt change of roughness height -- Chapter 14. Stochastic flow simulation in 3D porous media -- Chapter 15. A Lagrangian stochastic model for the transport in statistically homogeneous porous media -- Chapter 16. Coagulation of aerosol particles in intermittent turbulent flows -- Chapter 17. Stokes flows under random boundary velocity excitations -- Bibliography -- Index
Record Nr. UNINA-9910779727703321
Sabelʹfelʹd K. K (Karl Karlovich)  
Berlin, : De Gruyter, 2013
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Random fields and stochastic Lagrangian models : analysis and applications in turbulence and porous media / / Karl K. Sabelfeld
Random fields and stochastic Lagrangian models : analysis and applications in turbulence and porous media / / Karl K. Sabelfeld
Autore Sabelʹfelʹd K. K (Karl Karlovich)
Edizione [1st ed.]
Pubbl/distr/stampa Berlin, : De Gruyter, 2013
Descrizione fisica 1 online resource (415 p.)
Disciplina 519.2/3
Soggetto topico Random fields
Lagrangian functions
Lagrange spectrum
Soggetto non controllato Footprint Function
Lagrangian Stochastic Model
Random Field
Stochastic Flow
ISBN 3-11-029681-0
Classificazione RB 10115
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Frontmatter -- Preface -- Contents -- Chapter 1. Introduction -- Chapter 2. Stochastic simulation of vector Gaussian random fields -- Chapter 3. Stochastic Lagrangian models of turbulent flows: Relative dispersion of a pair of fluid particles -- Chapter 4. A new Lagrangian model of 2-particle relative turbulent dispersion -- Chapter 5. The combined Eulerian-Lagrangian model -- Chapter 6. Stochastic Lagrangian models for 2-particle relative dispersion in high-Reynolds-number turbulence -- Chapter 7. Stochastic Lagrangian models for 2-particle motion in turbulent flows. Numerical results -- Chapter 8. The 1-particle stochastic Lagrangian model for turbulent dispersion in horizontally homogeneous turbulence -- Chapter 9. Direct and adjoint Monte Carlo for the footprint problem -- Chapter 10. Lagrangian stochastic models for turbulent dispersion in an atmospheric boundary layer -- Chapter 11. Analysis of the relative dispersion of two particles by Lagrangian stochastic models and DNS methods -- Chapter 12. Evaluation of mean concentration and fluxes in turbulent flows by Lagrangian stochastic models -- Chapter 13. Stochastic Lagrangian footprint calculations over a surface with an abrupt change of roughness height -- Chapter 14. Stochastic flow simulation in 3D porous media -- Chapter 15. A Lagrangian stochastic model for the transport in statistically homogeneous porous media -- Chapter 16. Coagulation of aerosol particles in intermittent turbulent flows -- Chapter 17. Stokes flows under random boundary velocity excitations -- Bibliography -- Index
Record Nr. UNINA-9910808797103321
Sabelʹfelʹd K. K (Karl Karlovich)  
Berlin, : De Gruyter, 2013
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Random operator theory / / Reza Saadati, Department of Mathematics, Iran University of Science and Technology, Tehran, Iran
Random operator theory / / Reza Saadati, Department of Mathematics, Iran University of Science and Technology, Tehran, Iran
Autore Saadati Reza
Pubbl/distr/stampa Amsterdam : , : Elsevier, , [2016]
Descrizione fisica 1 online resource (117 p.)
Disciplina 519.2/3
Soggetto topico Random operators
ISBN 0-08-100955-0
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Title page; Table of Contents; Copyright; Dedication; Preface; Acknowledgment; Chapter 1: Preliminaries; Abstract; 1.1 Triangular norms; 1.2 Distribution functions; Chapter 2: Random Banach Spaces; Abstract; 2.1 Random normed spaces; 2.2 Random topological structures; 2.3 Fundamental Theorems in Random Banach Spaces; Chapter 3: Random compact operators; Abstract; 3.1 Random norm of operators; 3.2 Random Operator Space; 3.3 Compact Operators; Chapter 4: Random Banach algebras; Abstract; 4.1 Random normed algebra; 4.2 Fixed point theorem; Chapter 5: Fixed point theorems in random normed spaces
Abstract5.1 Tripled coincidence point theorems in RN-spaces; References; Index
Record Nr. UNINA-9910583488503321
Saadati Reza  
Amsterdam : , : Elsevier, , [2016]
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Random perturbations of Hamiltonian systems / / Mark I. Freidlin, Alexander D. Wentzell
Random perturbations of Hamiltonian systems / / Mark I. Freidlin, Alexander D. Wentzell
Autore Freĭdlin M. I (Mark Iosifovich)
Pubbl/distr/stampa Providence, Rhode Island : , : American Mathematical Society, , 1994
Descrizione fisica 1 online resource (97 p.)
Disciplina 519.2/3
Collana Memoirs of the American Mathematical Society
Soggetto topico Hamiltonian systems
Perturbation (Mathematics)
Diffusion processes
Graph theory
Soggetto genere / forma Electronic books.
ISBN 1-4704-0100-2
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione ger
Nota di contenuto ""Contents""; ""Â1 Introduction""; ""Â2 Main results""; ""Â3 Proof of Theorem 2.2""; ""Â4 Proofs of Lemmas 3.2, 3.3, 3.4""; ""Â5 Proof of Lemma 3.5""; ""References""
Record Nr. UNINA-9910480584103321
Freĭdlin M. I (Mark Iosifovich)  
Providence, Rhode Island : , : American Mathematical Society, , 1994
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Random perturbations of Hamiltonian systems / / Mark I. Freidlin, Alexander D. Wentzell
Random perturbations of Hamiltonian systems / / Mark I. Freidlin, Alexander D. Wentzell
Autore Freĭdlin M. I (Mark Iosifovich)
Pubbl/distr/stampa Providence, Rhode Island : , : American Mathematical Society, , 1994
Descrizione fisica 1 online resource (97 p.)
Disciplina 519.2/3
Collana Memoirs of the American Mathematical Society
Soggetto topico Hamiltonian systems
Perturbation (Mathematics)
Diffusion processes
Graph theory
ISBN 1-4704-0100-2
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione ger
Nota di contenuto ""Contents""; ""Â1 Introduction""; ""Â2 Main results""; ""Â3 Proof of Theorem 2.2""; ""Â4 Proofs of Lemmas 3.2, 3.3, 3.4""; ""Â5 Proof of Lemma 3.5""; ""References""
Record Nr. UNINA-9910788754203321
Freĭdlin M. I (Mark Iosifovich)  
Providence, Rhode Island : , : American Mathematical Society, , 1994
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Random perturbations of Hamiltonian systems / / Mark I. Freidlin, Alexander D. Wentzell
Random perturbations of Hamiltonian systems / / Mark I. Freidlin, Alexander D. Wentzell
Autore Freĭdlin M. I (Mark Iosifovich)
Pubbl/distr/stampa Providence, Rhode Island : , : American Mathematical Society, , 1994
Descrizione fisica 1 online resource (97 p.)
Disciplina 519.2/3
Collana Memoirs of the American Mathematical Society
Soggetto topico Hamiltonian systems
Perturbation (Mathematics)
Diffusion processes
Graph theory
ISBN 1-4704-0100-2
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione ger
Nota di contenuto ""Contents""; ""Â1 Introduction""; ""Â2 Main results""; ""Â3 Proof of Theorem 2.2""; ""Â4 Proofs of Lemmas 3.2, 3.3, 3.4""; ""Â5 Proof of Lemma 3.5""; ""References""
Record Nr. UNINA-9910827872103321
Freĭdlin M. I (Mark Iosifovich)  
Providence, Rhode Island : , : American Mathematical Society, , 1994
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui