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Prawdopodobieństwo e-booki

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  • Generalized Normalizing Flows via Markov Chains

    Serie seria Elements in Non-local Data Interactions: Foundations and Applications
    Normalizing flows, diffusion normalizing flows and variational autoencoders are powerful generative models. This Element provides a unified framework to handle these approaches via Markov chains. The authors consider stochastic normalizing flows as a pair of Markov chains fulfilling some properties, and show how many state-of-the-art models for data generation fit into this framework. Indeed ... Czytaj dalej

    78,42 zł

  • Numerical Methods for Extreme Responses of Dynamical Systems

    Finite Dimensional Models

    autorstwa Mircea D. Grigoriu ...
    Serie seria Mathematics and Statistics (R0)
    This book constructs input finite dimensional (FD) models that are amendable for numerical calculations and provides accurate representations for responses of dynamical systems to these inputs, i.e., numerical solutions of stochastic equations. It establishes conditions under which numerical solutions of these equations deliver accurate estimates of extreme responses of dynamical systems that are ... Czytaj dalej

    641,64 zł

  • Non-commutative and Non-associative Algebra and Analysis Structures

    SPAS 2019, Västerås, Sweden, September 30–October 2

    Edytowane przez Sergei Silvestrov, Anatoliy Malyarenko ...
    Serie seria Springer Nature Proceedings excluding Computer Science
    The goal of the 2019 conference on Stochastic Processes and Algebraic Structures held in SPAS2019, Västerås, Sweden, from September 30th to October 2nd 2019 was to showcase the frontiers of research in several important topics of mathematics, mathematical statistics, and its applications. The conference has been organized along the following tracks:Stochastic processes and modern statistical ... Czytaj dalej

    1 078,76 zł

  • Festschrift Masatoshi Fukushima: In Honor Of Masatoshi Fukushima's Sanju

    Serie Książka 17 - Interdisciplinary Mathematical Sciences
    This book contains original research papers by leading experts in the fields of probability theory, stochastic analysis, potential theory and mathematical physics. There is also a historical account on Masatoshi Fukushima's contribution to mathematics, as well as authoritative surveys on the state of the art in the field. ... Czytaj dalej

    230,67 zł

  • Advanced Engineering Mathematics

    A Second Course with MatLab

    autorstwa Dean G. Duffy ...
    Serie seria Advances in Applied Mathematics
    Through four previous editions of Advanced Engineering Mathematics with MATLAB, the author presented a wide variety of topics needed by today's engineers. The fifth edition of that book, available now, has been broken into two parts: topics currently needed in mathematics courses and a new stand-alone volume presenting topics not often included in these courses and consequently unknown to ... Czytaj dalej

    508,21 zł

  • Stochastic Analysis And Applications To Finance: Essays In Honour Of Jia-an Yan

    autorstwa Tusheng Zhang, Xunyu Zhou ...
    Serie Książka 13 - Interdisciplinary Mathematical Sciences
    This volume is a collection of solicited and refereed articles from distinguished researchers across the field of stochastic analysis and its application to finance. The articles represent new directions and newest developments in this exciting and fast growing area. The covered topics range from Markov processes, backward stochastic differential equations, stochastic partial differential ... Czytaj dalej

    230,67 zł

  • Unbounded Experience In Random Walks With Applications, An

    autorstwa Michael F Shlesinger ...
    This volume comprises the author's account of the development of novel results in random walk theory and its applications during the fractal and chaos revolutions. The early history of probability is presented in an engaging manner, and peppered with pitfalls and paradoxes. Readers will find the introduction of Paul Lévy's work via Mandelbrot's Lévy flights which are featured uniquely as ... Czytaj dalej

    213,45 zł

  • Stochastic Modeling of Scientific Data

    autorstwa Peter Guttorp ...
    Stochastic Modeling of Scientific Data combines stochastic modeling and statistical inference in a variety of standard and less common models, such as point processes, Markov random fields and hidden Markov models in a clear, thoughtful and succinct manner. The distinguishing feature of this work is that, in addition to probability theory, it contains statistical aspects of model fitting and a ... Czytaj dalej

    374,73 zł

  • Stochastic Calculus

    A Practical Introduction

    autorstwa Richard Durrett ...
    Serie seria Probability and Stochastics Series
    This compact yet thorough text zeros in on the parts of the theory that are particularly relevant to applications . It begins with a description of Brownian motion and the associated stochastic calculus, including their relationship to partial differential equations. It solves stochastic differential equations by a variety of methods and studies in detail the one-dimensional case. The book ... Czytaj dalej

    816,25 zł

  • The Financial Mathematics of Market Liquidity

    From Optimal Execution to Market Making

    autorstwa Olivier Gueant ...
    Serie seria Chapman and Hall/CRC Financial Mathematics Series
    This book is among the first to present the mathematical models most commonly used to solve optimal execution problems and market making problems in finance. The Financial Mathematics of Market Liquidity: From Optimal Execution to Market Making presents a general modeling framework for optimal execution problems-inspired from the Almgren-Chriss app ... Czytaj dalej

    446,60 zł

  • Probability Theory

    An Introduction Using R

    This book introduces Probability Theory with R software and explains abstract concepts in a simple and easy-to-understand way by combining theory and computation. It discusses conceptual and computational examples in detail, to provide a thorough understanding of basic techniques and develop an enjoyable read for students seeking suitable material for self-study. It illustrates fundamental ... Czytaj dalej

    770,05 zł

  • Advances in Independent Component Analysis and Learning Machines

    In honour of Professor Erkki Oja, one of the pioneers of Independent Component Analysis (ICA), this book reviews key advances in the theory and application of ICA, as well as its influence on signal processing, pattern recognition, machine learning, and data mining. Examples of topics which have developed from the advances of ICA, which are covered in the book are: - A unifying probabilistic model ... Czytaj dalej

    513,86 zł

  • Hidden Markov Models for Time Series

    An Introduction Using R, Second Edition

    Serie seria Chapman & Hall/CRC Monographs on Statistics and Applied Probability
    Hidden Markov Models for Time Series: An Introduction Using R, Second Edition illustrates the great flexibility of hidden Markov models (HMMs) as general-purpose models for time series data. The book provides a broad understanding of the models and their uses.After presenting the basic model formulation, the book covers estimation, forecasting, decoding, prediction, model selection, and Bayesian ... Czytaj dalej

    251,51 zł

  • Mathematics of Two-Dimensional Turbulence

    Serie Książka 194 - Cambridge Tracts in Mathematics
    This book is dedicated to the mathematical study of two-dimensional statistical hydrodynamics and turbulence, described by the 2D Navier–Stokes system with a random force. The authors' main goal is to justify the statistical properties of a fluid's velocity field u(t,x) that physicists assume in their work. They rigorously prove that u(t,x) converges, as time grows, to a statistical equilibrium, ... Czytaj dalej

    310,47 zł

  • Doing Data Science

    Straight Talk from the Frontline

    autorstwa Cathy O'Neil, Rachel Schutt ...
    Now that people are aware that data can make the difference in an election or a business model, data science as an occupation is gaining ground. But how can you get started working in a wide-ranging, interdisciplinary field that’s so clouded in hype? This insightful book, based on Columbia University’s Introduction to Data Science class, tells you what you need to know.In many of these chapter ... Czytaj dalej

    107,40 zł

  • Distribution of Statistical Observables for Anomalous and Nonergodic Diffusions

    From Statistics to Mathematics

    This book investigates statistical observables for anomalous and nonergodic dynamics, focusing on the dynamical behaviors of particles modelled by non-Brownian stochastic processes in the complex real-world environment.Statistical observables are widely used for anomalous and nonergodic stochastic systems, thus serving as a key to uncover their dynamics. This study explores the cutting edge of ... Czytaj dalej

    256,65 zł

  • Martingale Methods in Statistics

    autorstwa Yoichi Nishiyama ...
    Serie seria Chapman & Hall/CRC Monographs on Statistics and Applied Probability
    Martingale Methods in Statistics provides a unique introduction to statistics of stochastic processes written with the author’s strong desire to present what is not available in other textbooks. While the author chooses to omit the well-known proofs of some of fundamental theorems in martingale theory by making clear citations instead, the author does his best to describe some intuitive ... Czytaj dalej

    318,26 zł

  • Stochastic Simulation Optimization For Discrete Event Systems: Perturbation Analysis, Ordinal Optimization And Beyond

    Discrete event systems (DES) have become pervasive in our daily lives. Examples include (but are not restricted to) manufacturing and supply chains, transportation, healthcare, call centers, and financial engineering. However, due to their complexities that often involve millions or even billions of events with many variables and constraints, modeling these stochastic simulations has long been a ... Czytaj dalej

    134,28 zł

  • Techniques in Discrete-Time Stochastic Control Systems

    Advances in Theory and Applications

    autorstwa Cornelius T. Leondes ...
    Serie Książka 73 - Control and Dynamic Systems
    Praise for Previous Volumes"This book will be a useful reference to control engineers and researchers. The papers contained cover well the recent advances in the field of modern control theory."-IEEE GROUP CORRESPONDANCE"This book will help all those researchers who valiantly try to keep abreast of what is new in the theory and practice of optimal control."-CONTROL ... Czytaj dalej

    249,89 zł

  • Examples In Markov Decision Processes

    autorstwa Alexey B Piunovskiy ...
    Serie Książka 2 - Imperial College Press Optimization Series
    This invaluable book provides approximately eighty examples illustrating the theory of controlled discrete-time Markov processes. Except for applications of the theory to real-life problems like stock exchange, queues, gambling, optimal search etc, the main attention is paid to counter-intuitive, unexpected properties of optimization problems. Such examples illustrate the importance of conditions ... Czytaj dalej

    137,75 zł

  • Estimations And Tests In Change-point Models

    autorstwa Odile Pons ...
    'This is a solid mathematical treatment of some topics in the analysis of change-point models. The book is intended for graduate students and scientific researchers using statistics in practice.'zbMATHThis book provides a detailed exposition of the specific properties of methods of estimation and test in a wide range of models with changes. They include parametric and nonparametric models for ... Czytaj dalej

    323,60 zł

  • Statistical Inference in Stochastic Processes

    Edytowane przez N.U. Prabhu ...
    Serie seria Probability: Pure and Applied
    Covering both theory and applications, this collection of eleven contributed papers surveys the role of probabilistic models and statistical techniques in image analysis and processing, develops likelihood methods for inference about parameters that determine the drift and the jump mechanism of a di ... Czytaj dalej

    374,73 zł

  • Time Series Analysis

    autorstwa Henrik Madsen ...
    Serie seria Chapman & Hall/CRC Texts in Statistical Science
    With a focus on analyzing and modeling linear dynamic systems using statistical methods, Time Series Analysis formulates various linear models, discusses their theoretical characteristics, and explores the connections among stochastic dynamic models. Emphasizing the time domain description, the author presents theorems to highlight the most ... Czytaj dalej

    667,37 zł

  • Probability, Statistics, and Stochastic Processes for Engineers and Scientists

    Serie seria Engineering Mathematics and Operations Research
    2020 Taylor & Francis Award Winner for Outstanding New Textbook!Featuring recent advances in the field, this new textbook presents probability and statistics, and their applications in stochastic processes. This book presents key information for understanding the essential aspects of basic probability theory and concepts of reliability as an application. The purpose of this book is to provide an ... Czytaj dalej

    374,73 zł