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  • Doing Data Science

    Straight Talk from the Frontline

    由 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 …… 閱讀更多內容

    NT$931 TWD

  • Workload Modeling for Computer Systems Performance Evaluation

    由 Dror G. Feitelson ……
    Reliable performance evaluations require the use of representative workloads. This is no easy task since modern computer systems and their workloads are complex, with many interrelated attributes and complicated structures. Experts often use sophisticated mathematics to analyze and describe workload models, making these models difficult for practitioners to grasp. This book aims to close this gap …… 閱讀更多內容

    NT$1,170 TWD

  • Performance Modeling and Design of Computer Systems

    Queueing Theory in Action

    由 Mor Harchol-Balter ……
    Tackling the questions that systems designers care about, this book brings queueing theory decisively back to computer science. The book is written with computer scientists and engineers in mind and is full of examples from computer systems, as well as manufacturing and operations research. Fun and readable, the book is highly approachable, even for undergraduates, while still being thoroughly …… 閱讀更多內容

    NT$2,882 TWD

  • Mathematical Principles of the Internet, Volume 2

    Mathematics

    由 Nirdosh Bhatnagar ……
    系列 series Chapman & Hall/CRC Computer and Information Science Series
    This two-volume set on***Mathematical Principles of the Internet*** provides a comprehensive overview of the mathematical principles of Internet engineering. The books do not aim to provide all of the mathematical foundations upon which the Internet is based. Instead, they cover a partial panorama and the key principles.Volume 1 explores Internet engineering, while the supporting mathematics is …… 閱讀更多內容

    NT$2,322 TWD

  • Measure Theory, Probability, and Stochastic Processes

    由 Jean-François Le Gall ……
    系列 series Mathematics and Statistics (R0)
    This textbook introduces readers to the fundamental notions of modern probability theory. The only prerequisite is a working knowledge in real analysis. Highlighting the connections between martingales and Markov chains on one hand, and Brownian motion and harmonic functions on the other, this book provides an introduction to the rich interplay between probability and other areas of analysis …… 閱讀更多內容

    NT$1,913 TWD

  • Stochastic Processes: Harmonizable Theory

    由 Malempati Madhusudana Rao ……
    系列 第 12 冊 - Series On Multivariate Analysis
    The book presents, for the first time, a detailed analysis of harmonizable processes and fields (in the weak sense) that contain the corresponding stationary theory as a subclass. It also gives the structural and some key applications in detail. These include Levy's Brownian motion, a probabilistic proof of the longstanding Riemann's hypothesis, random fields indexed by LCA and hypergroups, …… 閱讀更多內容

    NT$3,045 TWD

  • Stochastic Partial Differential Equations with Additive Gaussian Noise

    Analysis and Inference

    由 Ciprian A Tudor ……
    The stochastic partial differential equations (SPDEs) arise in many applications of the probability theory. This monograph will focus on two particular (and probably the most known) equations: the stochastic heat equation and the stochastic wave equation.The focus is on the relationship between the solutions to the SPDEs and the fractional Brownian motion (and related processes). An important …… 閱讀更多內容

    NT$1,850 TWD

  • Dirichlet Forms and Related Topics

    In Honor of Masatoshi Fukushima’s Beiju, IWDFRT 2022, Osaka, Japan, August 22–26

    編輯者: Zhen-Qing Chen, Masayoshi Takeda, Toshihiro Uemura ……
    系列 series Springer Nature Proceedings excluding Computer Science
    This conference proceeding contains 27 peer-reviewed invited papers from leading experts as well as young researchers all over the world in the related fields that Professor Fukushima has made important contributions to.These 27 papers cover a wide range of topics in probability theory, ranging from Dirichlet form theory, Markov processes, heat kernel estimates, entropy on Wiener spaces, analysis …… 閱讀更多內容

    NT$4,869 TWD

  • Nonconventional Limit Theorems And Random Dynamics

    由 Yeor Hafouta, Yuri Kifer ……
    The book is devoted to limit theorems for nonconventional sums and arrays. Asymptotic behavior of such sums were first studied in ergodic theory but recently it turned out that main limit theorems of probability theory, such as central, local and Poisson limit theorems can also be obtained for such expressions. In order to obtain sufficiently general local limit theorem, we develop also …… 閱讀更多內容

    NT$1,164 TWD

  • Analysis For Diffusion Processes On Riemannian Manifolds

    由 Feng-yu Wang ……
    系列 第 18 冊 - Advanced Series On Statistical Science And Applied Probability
    Stochastic analysis on Riemannian manifolds without boundary has been well established. However, the analysis for reflecting diffusion processes and sub-elliptic diffusion processes is far from complete. This book contains recent advances in this direction along with new ideas and efficient arguments, which are crucial for further developments. Many results contained here (for example, the formula …… 閱讀更多內容

    NT$1,641 TWD

  • Extreme Values In Random Sequences

    由 Pavle Mladenović ……
    系列 series Mathematics and Statistics (R0)
    The main subject is the probabilistic extreme value theory. The purpose is to present recent results related to limiting distributions of maxima in incomplete samples from stationary sequences, and results related to extremal properties of different combinatorial configurations. The necessary contents related to regularly varying functions and basic results of extreme value theory are included in …… 閱讀更多內容

    NT$4,521 TWD

  • Phenological Research

    Methods for Environmental and Climate Change Analysis

    編輯者: Irene L. Hudson, Marie R. Keatley ……
    As climate change continues to dominate the international environmental agenda, phenology – the study of the timing of recurring biological events – has received increasing research attention, leading to an emerging consensus that phenology can be viewed as an ‘early warning system’ for climate change impact.A multidisciplinary science involving many branches of ecology, geography and remote …… 閱讀更多內容

    NT$10,051 TWD

  • Infinite-dimensional Analysis: Operators In Hilbert Space; Stochastic Calculus Via Representations, And Duality Theory

    由 Palle Jorgensen, James Tian ……
    The purpose of this book is to make available to beginning graduate students, and to others, some core areas of analysis which serve as prerequisites for new developments in pure and applied areas. We begin with a presentation (Chapters 1 and 2) of a selection of topics from the theory of operators in Hilbert space, algebras of operators, and their corresponding spectral theory. This is a …… 閱讀更多內容

    NT$2,090 TWD

  • Analytical and Stochastic Modelling Techniques and Applications

    24th International Conference, ASMTA 2017, Newcastle-upon-Tyne, UK, July 10-11, 2017, Proceedings

    編輯者: Nigel Thomas, Matthew Forshaw ……
    系列 series Springer Nature Proceedings Computer Science
    This book constitutes the refereed proceedings of the 24th International Conference on Analytical and Stochastic Modelling Techniques and Applications, ASMTA 2017, held in Newcastle-upon-Tyne UK, in July 2017.The 14 full papers presented in this book were carefully reviewed and selected from 27 submissions. The scope of the conference is on following topics: analytical, numerical and simulation …… 閱讀更多內容

    NT$1,739 TWD

  • An Introduction to Probability and Stochastic Processes

    由 James L. Melsa, Andrew P. Sage ……
    系列 series Dover Books on Mathematics
    This text offers students valuable tools for the description and analysis of random effects in complex systems. The treatment emphasizes concepts with practical value and illustrates their application to realistic situations. Geared toward college seniors and first-year graduate students, this volume is designed for a one-semester course in probability and stochastic processes. The sole …… 閱讀更多內容

    NT$548 TWD

  • Non-homogeneous Random Walks

    Lyapunov Function Methods for Near-Critical Stochastic Systems

    由 Mikhail Menshikov, Serguei Popov, Andrew Wade ……
    系列 第 209 冊 - Cambridge Tracts in Mathematics
    Stochastic systems provide powerful abstract models for a variety of important real-life applications: for example, power supply, traffic flow, data transmission. They (and the real systems they model) are often subject to phase transitions, behaving in one way when a parameter is below a certain critical value, then switching behaviour as soon as that critical value is reached. In a real system, …… 閱讀更多內容

    NT$5,194 TWD

  • Coin-Turning, Random Walks and Inhomogeneous Markov Chains

    由 János Engländer, Stanislav Volkov ……
    This research monograph explores new frontiers in Markov chains. Although time-homogeneous Markov chains are well understood, this is not at all the case with time-inhomogeneous ones. The book, after a review on the classical theory of homogeneous chains, including the electrical network approach, introduces several new models which involve inhomogeneous chains as well as related new types of …… 閱讀更多內容

    NT$2,567 TWD

  • Markov Processes

    由 James R. Kirkwood ……
    系列 series Advances in Applied Mathematics
    Markov Processes provides a bridge from an undergraduate probability course to a course in stochastic processes. The text is designed to be understandable to students who have taken an undergraduate probability course without needing an instructor to fill in any gaps.Clear, rigorous, and intuitive, the second edition builds on the successful first, used in courses and as a reference for those who …… 閱讀更多內容

    NT$3,350 TWD

  • Statistical Analysis of Spatial and Spatio-Temporal Point Patterns

    由 Peter J. Diggle ……
    系列 series Chapman & Hall/CRC Monographs on Statistics and Applied Probability
    Retaining all the material from the second edition and adding substantial new material, this third edition presents models and statistical methods for analyzing spatially referenced point process data. Reflected in the title, this edition now covers spatio-temporal point patterns. It also incorporates the use of R through several packages dedicated to the analysis of spatial point process data, …… 閱讀更多內容

    NT$2,288 TWD

  • Monte-Carlo Methods and Stochastic Processes

    From Linear to Non-Linear

    由 Emmanuel Gobet ……
    Developed from the author’s course at the Ecole Polytechnique, Monte-Carlo Methods and Stochastic Processes: From Linear to Non-Linear focuses on the simulation of stochastic processes in continuous time and their link with partial differential equations (PDEs). It covers linear and nonlinear problems in biology, finance, geophysics, mechanics, chemistry, and other application areas. The text also …… 閱讀更多內容

    NT$2,421 TWD

  • Nonlinear Dynamical Systems and Control

    A Lyapunov-Based Approach

    由 Wassim M. Haddad, VijaySekhar Chellaboina ……
    Nonlinear Dynamical Systems and Control presents and develops an extensive treatment of stability analysis and control design of nonlinear dynamical systems, with an emphasis on Lyapunov-based methods. Dynamical system theory lies at the heart of mathematical sciences and engineering. The application of dynamical systems has crossed interdisciplinary boundaries from chemistry to biochemistry to …… 閱讀更多內容

    NT$4,537 TWD

  • Evolution Equations

    編輯者: Gisele Ruiz Goldstein ……
    系列 series Lecture Notes in Pure and Applied Mathematics
    Celebrating the work of renowned mathematician Jerome A. Goldstein, this reference compiles original research on the theory and application of evolution equations to stochastics, physics, engineering, biology, and finance. The text explores a wide range of topics in linear and nonlinear semigroup theory, operator theory, functional analysis, and li …… 閱讀更多內容

    NT$13,267 TWD

  • Statistical Inference based on the Density Power Divergence

    The Robustness Perspective

    由 Ayanendranath Basu, Abhik Ghosh, Leandro Pardo ……
    All scientists, researchers, and data analysts, who handle real data as part of their scientific explorations, have had, from time to time, to face to the problem of dealing with data which do not exactly conform to the model which was expected to describe these data. Often such non-conformity is manifested through outliers. Classical techniques, which are usually optimal for "pure" data, …… 閱讀更多內容

    NT$6,899 TWD

  • Concentration of Maxima and Fundamental Limits in High-Dimensional Testing and Inference

    由 Zheng Gao, Stilian Stoev ……
    系列 series Mathematics and Statistics (R0)
    This book provides a unified exposition of some fundamental theoretical problems in high-dimensional statistics. It specifically considers the canonical problems of detection and support estimation for sparse signals observed with noise. Novel phase-transition results are obtained for the signal support estimation problem under a variety of statistical risks. Based on a surprising connection to a …… 閱讀更多內容

    NT$2,261 TWD