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Estimation and Testing Under Sparsity École d'Été de Probabilités de Sai…
Taking the Lasso method as its starting point, this book describes the main ingredients needed to study general loss functions and sparsity-inducing regularizers. It also provides a semi-parametric approach to establishing confidence intervals and tests. Sparsity-inducing methods have proven to be very useful in the analysis of high-dimensional data. Examples include the Lasso and group Lasso m…
- Edition
- -
- ISBN/ISSN
- 978-3-319-32774-7
- Collation
- XIII, 274
- Series Title
- -
- Call Number
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Essentials of Stochastic Processes
Building upon the previous editions, this textbook is a first course in stochastic processes taken by undergraduate and graduate students (MS and PhD students from math, statistics, economics, computer science, engineering, and finance departments) who have had a course in probability theory. It covers Markov chains in discrete and continuous time, Poisson processes, renewal processes, martinga…
- Edition
- -
- ISBN/ISSN
- 978-3-319-45614-0
- Collation
- 26 b/w illustrations
- Series Title
- -
- Call Number
- -
Recent Advances in Inverse Scattering, Schur Analysis and Stochastic Processe…
The volume is dedicated to Lev Sakhnovich, who made fundamental contributions in operator theory and related topics. Besides bibliographic material, it includes a number of selected papers related to Lev Sakhnovich's research interests. The papers are related to operator identities, moment problems, random matrices and linear stochastic systems.
- Edition
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- ISBN/ISSN
- 978-3-319-10335-8
- Collation
- -
- Series Title
- -
- Call Number
- 515.72
Equilibrium Statistical Mechanics of Lattice Models
Most interesting and difficult problems in equilibrium statistical mechanics concern models which exhibit phase transitions. For graduate students and more experienced researchers this book provides an invaluable reference source of approximate and exact solutions for a comprehensive range of such models. Part I contains background material on classical thermodynamics and statistical mechanics…
- Edition
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- ISBN/ISSN
- 978-94-017-9430-5
- Collation
- 101 b/w illustrations
- Series Title
- -
- Call Number
- -
Random Walks on Reductive Groups
The classical theory of random walks describes the asymptotic behavior of sums of independent identically distributed random real variables. This book explains the generalization of this theory to products of independent identically distributed random matrices with real coefficients. Under the assumption that the action of the matrices is semisimple – or, equivalently, that the Zariski clo…
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- ISBN/ISSN
- 978-3-319-47721-3
- Collation
- -
- Series Title
- -
- Call Number
- 519.2
A Course in Mathematical Statistics and Large Sample Theory
This graduate-level textbook is primarily aimed at graduate students of statistics, mathematics, science, and engineering who have had an undergraduate course in statistics, an upper division course in analysis, and some acquaintance with measure theoretic probability. It provides a rigorous presentation of the core of mathematical statistics. Part I of this book constitutes a one-semester c…
- Edition
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- ISBN/ISSN
- 978-1-4939-4032-5
- Collation
- -
- Series Title
- -
- Call Number
- 519.5 BHA c
A Basic Course in Probability Theory
This text develops the necessary background in probability theory underlying diverse treatments of stochastic processes and their wide-ranging applications. In this second edition, the text has been reorganized for didactic purposes, new exercises have been added and basic theory has been expanded. General Markov dependent sequences and their convergence to equilibrium is the subject of an ent…
- Edition
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- ISBN/ISSN
- 978-3-319-47974-3
- Collation
- -
- Series Title
- Universitext
- Call Number
- 519.2 BHA b
Engineering Mathematics II Algebraic, Stochastic and Analysis Structures for…
This book highlights the latest advances in engineering mathematics with a main focus on the mathematical models, structures, concepts, problems and computational methods and algorithms most relevant for applications in modern technologies and engineering. It addresses mathematical methods of algebra, applied matrix analysis, operator analysis, probability theory and stochastic processes, geome…
- Edition
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- ISBN/ISSN
- 978-3-319-42105-6
- Collation
- 20 b/w illustrations, 26 illustrations in colour
- Series Title
- -
- Call Number
- -
Engineering Mathematics I Electromagnetics, Fluid Mechanics, Material Physic…
This book highlights the latest advances in engineering mathematics with a main focus on the mathematical models, structures, concepts, problems and computational methods and algorithms most relevant for applications in modern technologies and engineering. In particular, it features mathematical methods and models of applied analysis, probability theory, differential equations, tensor analysis …
- Edition
- -
- ISBN/ISSN
- 978-3-319-42082-0
- Collation
- 68 b/w illustrations, 67 illustrations in colour
- Series Title
- -
- Call Number
- -
Multicriteria and Multiobjective Models for Risk, Reliability and Maintenance…
This book integrates multiple criteria concepts and methods for problems within the Risk, Reliability and Maintenance (RRM) context. The concepts and foundations related to RRM are considered for this integration with multicriteria approaches. In the book, a general framework for building decision models is presented and this is illustrated in various chapters by discussing many different decis…
- Edition
- 1
- ISBN/ISSN
- 978-3-319-17968-1
- Collation
- XXV, 395
- Series Title
- International Series in Operations Research & Management Science
- Call Number
- -
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