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Bayesian Networks In Fault Diagnosis: Practice And Application

av Baoping Cai, Yonghong Liu, Jinqiu Hu, Zengkai Liu, Shengnan Wu, Renjie Ji ...

Fault diagnosis is useful for technicians to detect, isolate, identify faults, and troubleshoot. Bayesian network (BN) is a probabilistic graphical model that effectively deals with various uncertainty problems. This model is increasingly utilized in fault diagnosis.This unique compendium presents bibliographical review on the use of BNs in fault diagnosis in the last decades with focus on ... Läs mer

902,16 kr

Fault diagnosis is useful for technicians to detect, isolate, identify faults, and troubleshoot. Bayesian network (BN) is a probabilistic graphical model that effectively deals with various uncertainty problems. This model is increasingly utilized in fault diagnosis.This unique compendium presents bibliographical review on the use of BNs in fault diagnosis in the last decades with focus on
... Läs mer
MACHINE LEARNING. SUPERVISED LEARNING THROUGH PYTHON: SCIKIT LEARN

av César Pérez López ...

The goal of supervised machine learning is to build a model that makes evidence-based predictions in the presence of uncertainty. A supervised learning algorithm takes a known set of input data and known responses to the data (output) and trains a model to generate reasonable predictions for the response to new data. Supervised learning uses classification and regression techniques to develop ... Läs mer

131,43 kr

The goal of supervised machine learning is to build a model that makes evidence-based predictions in the presence of uncertainty. A supervised learning algorithm takes a known set of input data and known responses to the data (output) and trains a model to generate reasonable predictions for the response to new data. Supervised learning uses classification and regression techniques to develop
... Läs mer
Tick & Tock: Telling Time Book for Kids | Baby & Toddler Time Books Edition

av Baby Professor ...

Telling time can be a piece of cake, even for young learners. It is a combination of number recognition and counting, too! So if your child knows these concepts, he/she will be good to go. The purpose of this book then is to make sure these basic concepts are well understood so that transitioning to more advanced math learning is done smoothly. Grab a copy today! ... Läs mer

35,73 kr

Telling time can be a piece of cake, even for young learners. It is a combination of number recognition and counting, too! So if your child knows these concepts, he/she will be good to go. The purpose of this book then is to make sure these basic concepts are well understood so that transitioning to more advanced math learning is done smoothly. Grab a copy today!
... Läs mer
Methods And Applications Of White Noise Analysis In Interdisciplinary Sciences

av Christopher C Bernido, Maria Victoria Carpio-bernido ...

Analysis, modeling, and simulation for better understanding of diverse complex natural and social phenomena often require powerful tools and analytical methods. Tractable approaches, however, can be developed with mathematics beyond the common toolbox. This book presents the white noise stochastic calculus, originated by T Hida, as a novel and powerful tool in investigating physical and social ... Läs mer

311,63 kr

Analysis, modeling, and simulation for better understanding of diverse complex natural and social phenomena often require powerful tools and analytical methods. Tractable approaches, however, can be developed with mathematics beyond the common toolbox. This book presents the white noise stochastic calculus, originated by T Hida, as a novel and powerful tool in investigating physical and social
... Läs mer
Random Walk In Random And Non-random Environments (Third Edition)

av Pal Revesz ...

The simplest mathematical model of the Brownian motion of physics is the simple, symmetric random walk. This book collects and compares current results — mostly strong theorems which describe the properties of a random walk. The modern problems of the limit theorems of probability theory are treated in the simple case of coin tossing. Taking advantage of this simplicity, the reader is familiarized ... Läs mer

410,10 kr

The simplest mathematical model of the Brownian motion of physics is the simple, symmetric random walk. This book collects and compares current results — mostly strong theorems which describe the properties of a random walk. The modern problems of the limit theorems of probability theory are treated in the simple case of coin tossing. Taking advantage of this simplicity, the reader is familiarized
... Läs mer
Fractional Quantum Mechanics

av Nick Laskin ...

Fractional quantum mechanics is a recently emerged and rapidly developing field of quantum physics.This is the first monograph on fundamentals and physical applications of fractional quantum mechanics, written by its founder.The fractional Schrödinger equation and the fractional path integral are new fundamental physical concepts introduced and elaborated in the book. The fractional Schrödinger ... Läs mer

327,64 kr

Fractional quantum mechanics is a recently emerged and rapidly developing field of quantum physics.This is the first monograph on fundamentals and physical applications of fractional quantum mechanics, written by its founder.The fractional Schrödinger equation and the fractional path integral are new fundamental physical concepts introduced and elaborated in the book. The fractional Schrödinger
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Unbounded Experience In Random Walks With Applications, An

av 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 ... Läs mer

508,47 kr

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
... Läs mer
Beyond The Triangle: Brownian Motion, Ito Calculus, And Fokker-planck Equation - Fractional Generalizations

av Sabir Umarov, Marjorie Hahn, Kei Kobayashi ...

The book is devoted to the fundamental relationship between three objects: a stochastic process, stochastic differential equations driven by that process and their associated Fokker-Planck-Kolmogorov equations. This book discusses wide fractional generalizations of this fundamental triple relationship, where the driving process represents a time-changed stochastic process; the Fokker-Planck ... Läs mer

639,70 kr

The book is devoted to the fundamental relationship between three objects: a stochastic process, stochastic differential equations driven by that process and their associated Fokker-Planck-Kolmogorov equations. This book discusses wide fractional generalizations of this fundamental triple relationship, where the driving process represents a time-changed stochastic process; the Fokker-Planck
... Läs mer
Elements Of Stochastic Modelling (2nd Edition)

av Konstantin Borovkov ...

This is the expanded second edition of a successful textbook that provides a broad introduction to important areas of stochastic modelling. The original text was developed from lecture notes for a one-semester course for third-year science and actuarial students at the University of Melbourne. It reviewed the basics of probability theory and then covered the following topics: Markov chains, Markov ... Läs mer

377,24 kr

This is the expanded second edition of a successful textbook that provides a broad introduction to important areas of stochastic modelling. The original text was developed from lecture notes for a one-semester course for third-year science and actuarial students at the University of Melbourne. It reviewed the basics of probability theory and then covered the following topics: Markov chains, Markov
... Läs mer
Tychastic Measure of Viability Risk

av Luxi Chen, Jean-Pierre Aubin, Olivier Dordan ...

This book presents a forecasting mechanism of the price intervals for deriving the SCR (solvency capital requirement) eradicating the risk during the exercise period on one hand and measuring the risk by computing the hedging exit time function associating with smaller investments the date until which the value of the portfolio hedges the liabilities on the other. This information, summarized ... Läs mer

494,69 kr

This book presents a forecasting mechanism of the price intervals for deriving the SCR (solvency capital requirement) eradicating the risk during the exercise period on one hand and measuring the risk by computing the hedging exit time function associating with smaller investments the date until which the value of the portfolio hedges the liabilities on the other. This information, summarized
... Läs mer
Reliability Modeling With Applications: Essays In Honor Of Professor Toshio Nakagawa On His 70th Birthday

av Syouji Nakamura, Cun Hua Qian, Mingchih Chen ...

Reliability modeling has been a major concern for engineers and managers engaged in high quality system designs. This book presents the recent advancement in reliability theory and reliability engineering.Starting from maintenance policies, the book introduces reliability analysis to systems using stochastic processes to study their optimization problems. In this book, the authors will illustrate ... Läs mer

451,13 kr

Reliability modeling has been a major concern for engineers and managers engaged in high quality system designs. This book presents the recent advancement in reliability theory and reliability engineering.Starting from maintenance policies, the book introduces reliability analysis to systems using stochastic processes to study their optimization problems. In this book, the authors will illustrate
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Stochastic Flows and Jump-Diffusions

av Hiroshi Kunita ...

Serie Bok 92 - Probability Theory and Stochastic Modelling
This monograph presents a modern treatment of (1) stochastic differential equations and (2) diffusion and jump-diffusion processes. The simultaneous treatment of diffusion processes and jump processes in this book is unique: Each chapter starts from continuous processes and then proceeds to processes with jumps.In the first part of the book, it is shown that solutions of stochastic differential ... Läs mer

1 207,75 kr

This monograph presents a modern treatment of (1) stochastic differential equations and (2) diffusion and jump-diffusion processes. The simultaneous treatment of diffusion processes and jump processes in this book is unique: Each chapter starts from continuous processes and then proceeds to processes with jumps.In the first part of the book, it is shown that solutions of stochastic differential
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QPLEX: A Computational Modeling and Analysis Methodology for Stochastic Systems

av Antonius B. Dieker, Steven T. Hackman ...

Serie serie Springer Series in Operations Research and Financial Engineering
This book introduces QPLEX, a powerful computational framework designed for modeling and analyzing nonstationary stochastic systems with large state spaces. The methodology excels at rapidly and accurately generating approximate distributions of system performance over time, offering a robust tool for understanding the dynamics of such systems. QPLEX circumvents the curse of dimensionality by ... Läs mer

Gratis

This book introduces QPLEX, a powerful computational framework designed for modeling and analyzing nonstationary stochastic systems with large state spaces. The methodology excels at rapidly and accurately generating approximate distributions of system performance over time, offering a robust tool for understanding the dynamics of such systems. QPLEX circumvents the curse of dimensionality by
... Läs mer
Introduction to Hidden Semi-Markov Models

av John van der Hoek, Robert J. Elliott ...

Serie Bok 445 - London Mathematical Society Lecture Note Series
Markov chains and hidden Markov chains have applications in many areas of engineering and genomics. This book provides a basic introduction to the subject by first developing the theory of Markov processes in an elementary discrete time, finite state framework suitable for senior undergraduates and graduates. The authors then introduce semi-Markov chains and hidden semi-Markov chains, before ... Läs mer

683,58 kr

Markov chains and hidden Markov chains have applications in many areas of engineering and genomics. This book provides a basic introduction to the subject by first developing the theory of Markov processes in an elementary discrete time, finite state framework suitable for senior undergraduates and graduates. The authors then introduce semi-Markov chains and hidden semi-Markov chains, before
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Generalized Normalizing Flows via Markov Chains

av Paul Lyonel Hagemann, Johannes Hertrich, Gabriele Steidl ...

Serie serie 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 ... Läs mer

213,69 kr

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
... Läs mer
Fractals in Probability and Analysis

av Christopher J. Bishop, Yuval Peres ...

Serie Bok 162 - Cambridge Studies in Advanced Mathematics
This is a mathematically rigorous introduction to fractals which emphasizes examples and fundamental ideas. Building up from basic techniques of geometric measure theory and probability, central topics such as Hausdorff dimension, self-similar sets and Brownian motion are introduced, as are more specialized topics, including Kakeya sets, capacity, percolation on trees and the traveling salesman ... Läs mer

811,74 kr

This is a mathematically rigorous introduction to fractals which emphasizes examples and fundamental ideas. Building up from basic techniques of geometric measure theory and probability, central topics such as Hausdorff dimension, self-similar sets and Brownian motion are introduced, as are more specialized topics, including Kakeya sets, capacity, percolation on trees and the traveling salesman
... Läs mer
Computation and Modelling in Insurance and Finance

av Erik Bølviken ...

Serie serie International Series on Actuarial Science
Focusing on what actuaries need in practice, this introductory account provides readers with essential tools for handling complex problems and explains how simulation models can be created, used and re-used (with modifications) in related situations. The book begins by outlining the basic tools of modelling and simulation, including a discussion of the Monte Carlo method and its use. Part II deals ... Läs mer

1 478,27 kr

Focusing on what actuaries need in practice, this introductory account provides readers with essential tools for handling complex problems and explains how simulation models can be created, used and re-used (with modifications) in related situations. The book begins by outlining the basic tools of modelling and simulation, including a discussion of the Monte Carlo method and its use. Part II deals
... Läs mer
Stochastic Processes

av Richard F. Bass ...

Serie Bok 33 - Cambridge Series in Statistical and Probabilistic Mathematics
This comprehensive guide to stochastic processes gives a complete overview of the theory and addresses the most important applications. Pitched at a level accessible to beginning graduate students and researchers from applied disciplines, it is both a course book and a rich resource for individual readers. Subjects covered include Brownian motion, stochastic calculus, stochastic differential ... Läs mer

863,04 kr

This comprehensive guide to stochastic processes gives a complete overview of the theory and addresses the most important applications. Pitched at a level accessible to beginning graduate students and researchers from applied disciplines, it is both a course book and a rich resource for individual readers. Subjects covered include Brownian motion, stochastic calculus, stochastic differential
... Läs mer
Quantum Fields and Processes

A Combinatorial Approach

av John Gough, Joachim Kupsch ...

Serie serie Cambridge Studies in Advanced Mathematics
Wick ordering of creation and annihilation operators is of fundamental importance for computing averages and correlations in quantum field theory and, by extension, in the Hudson–Parthasarathy theory of quantum stochastic processes, quantum mechanics, stochastic processes, and probability. This book develops the unified combinatorial framework behind these examples, starting with the simplest ... Läs mer

888,69 kr

Wick ordering of creation and annihilation operators is of fundamental importance for computing averages and correlations in quantum field theory and, by extension, in the Hudson–Parthasarathy theory of quantum stochastic processes, quantum mechanics, stochastic processes, and probability. This book develops the unified combinatorial framework behind these examples, starting with the simplest
... Läs mer
Quantitative Sociodynamics

Stochastic Methods and Models of Social Interaction Processes

av Dirk Helbing ...

When I wrote the book Quantitative Sociodynamics, it was an early attempt to make methods from statistical physics and complex systems theory fruitful for the modeling and understanding of social phenomena. Unfortunately, the ?rst edition appeared at a quite prohibitive price. This was one reason to make these chapters available again by a new edition. The other reason is that, in the meantime, ... Läs mer

890,50 kr

When I wrote the book Quantitative Sociodynamics, it was an early attempt to make methods from statistical physics and complex systems theory fruitful for the modeling and understanding of social phenomena. Unfortunately, the ?rst edition appeared at a quite prohibitive price. This was one reason to make these chapters available again by a new edition. The other reason is that, in the meantime,
... Läs mer
Pandemics: Insurance and Social Protection

Redigerad av María del Carmen Boado-Penas, Julia Eisenberg, Şule Şahin‬‬‬ ...

Serie serie Springer Actuarial
This open access book collects expert contributions on actuarial modelling and related topics, from machine learning to legal aspects, and reflects on possible insurance designs during an epidemic/pandemic.Starting by considering the impulse given by COVID-19 to the insurance industry and to actuarial research, the text covers compartment models, mortality changes during a pandemic, risk-sharing ... Läs mer

Gratis

This open access book collects expert contributions on actuarial modelling and related topics, from machine learning to legal aspects, and reflects on possible insurance designs during an epidemic/pandemic.Starting by considering the impulse given by COVID-19 to the insurance industry and to actuarial research, the text covers compartment models, mortality changes during a pandemic, risk-sharing
... Läs mer
Bayesian Claims Reserving Methods in Non-life Insurance with Stan

An Introduction

av Guangyuan Gao ...

This book first provides a review of various aspects of Bayesian statistics. It then investigates three types of claims reserving models in the Bayesian framework: chain ladder models, basis expansion models involving a tail factor, and multivariate copula models. For the Bayesian inferential methods, this book largely relies on Stan, a specialized software environment which applies Hamiltonian ... Läs mer

933,64 kr

This book first provides a review of various aspects of Bayesian statistics. It then investigates three types of claims reserving models in the Bayesian framework: chain ladder models, basis expansion models involving a tail factor, and multivariate copula models. For the Bayesian inferential methods, this book largely relies on Stan, a specialized software environment which applies Hamiltonian
... Läs mer
Risk and Reward

The Science of Casino Blackjack

av N. Richard Werthamer ...

For decades, casino gaming has been steadily increasing in popularity worldwide. Blackjack is among the most popular of the casino table games, one where astute choices of playing strategy can create an advantage for the player. Risk and Reward analyzes the game in depth, pinpointing not just its optimal strategies but also its financial performance, in terms of both expected cash flow and ... Läs mer

713,90 kr

For decades, casino gaming has been steadily increasing in popularity worldwide. Blackjack is among the most popular of the casino table games, one where astute choices of playing strategy can create an advantage for the player. Risk and Reward analyzes the game in depth, pinpointing not just its optimal strategies but also its financial performance, in terms of both expected cash flow and
... Läs mer
Statistical Paradigms: Recent Advances And Reconciliations

av Ashis Sengupta, Tapas Samanta, Ayanendranath Basu ...

Serie Bok 14 - Statistical Science And Interdisciplinary Research
This volume consists of a collection of research articles on classical and emerging Statistical Paradigms — parametric, non-parametric and semi-parametric, frequentist and Bayesian — encompassing both theoretical advances and emerging applications in a variety of scientific disciplines. For advances in theory, the topics include: Bayesian Inference, Directional Data Analysis, Distribution Theory, ... Läs mer

352,65 kr

This volume consists of a collection of research articles on classical and emerging Statistical Paradigms — parametric, non-parametric and semi-parametric, frequentist and Bayesian — encompassing both theoretical advances and emerging applications in a variety of scientific disciplines. For advances in theory, the topics include: Bayesian Inference, Directional Data Analysis, Distribution Theory,
... Läs mer

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Rekommenderas för dig

Sannolikhet E-böcker

Bayesian Networks In Fault Diagnosis: Practice And Application

MACHINE LEARNING. SUPERVISED LEARNING THROUGH PYTHON: SCIKIT LEARN

Tick & Tock: Telling Time Book for Kids | Baby & Toddler Time Books Edition

Methods And Applications Of White Noise Analysis In Interdisciplinary Sciences

Random Walk In Random And Non-random Environments (Third Edition)

Fractional Quantum Mechanics

Unbounded Experience In Random Walks With Applications, An

Beyond The Triangle: Brownian Motion, Ito Calculus, And Fokker-planck Equation - Fractional Generalizations

Elements Of Stochastic Modelling (2nd Edition)

Tychastic Measure of Viability Risk

Reliability Modeling With Applications: Essays In Honor Of Professor Toshio Nakagawa On His 70th Birthday

Stochastic Flows and Jump-Diffusions

QPLEX: A Computational Modeling and Analysis Methodology for Stochastic Systems

Introduction to Hidden Semi-Markov Models

Generalized Normalizing Flows via Markov Chains

Fractals in Probability and Analysis

Computation and Modelling in Insurance and Finance

Stochastic Processes

Quantum Fields and Processes

Quantitative Sociodynamics

Pandemics: Insurance and Social Protection

Bayesian Claims Reserving Methods in Non-life Insurance with Stan

Risk and Reward

Statistical Paradigms: Recent Advances And Reconciliations