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  • Computational Probability

    Algorithms and Applications in the Mathematical Sciences

    Series series Business and Management (R0)
    This new edition includes the latest advances and developments in computational probability involving A Probability Programming Language (APPL). The book examines and presents, in a systematic manner, computational probability methods that encompass data structures and algorithms. The developed techniques address problems that require exact probability calculations, many of which have been ... Leer más

    $116.99 USD

  • Computational Probability Applications

    Series series Business and Management (R0)
    This focuses on the developing field of building probability models with the power of symbolic algebra systems. The book combines the uses of symbolic algebra with probabilistic/stochastic application and highlights the applications in a variety of contexts. The research explored in each chapter is unified by the use of A Probability Programming Language (APPL) to achieve the modeling objectives. ... Leer más

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  • Informal Introduction to Stochastic Processes with Maple

    Series series Mathematics and Statistics (R0)
    The book presents an introduction to Stochastic Processes including Markov Chains, Birth and Death processes, Brownian motion and Autoregressive models. The emphasis is on simplifying both the underlying mathematics and the conceptual understanding of random processes. In particular, non-trivial computations are delegated to a computer-algebra system, specifically Maple (although other systems can ... Leer más

    $49.99 USD

  • Probability Models

    de John Haigh ...
    Series series Mathematics and Statistics (R0)
    The purpose of this book is to provide a sound introduction to the study of real-world phenomena that possess random variation. It describes how to set up and analyse models of real-life phenomena that involve elements of chance. Motivation comes from everyday experiences of probability, such as that of a dice or cards, the idea of fairness in games of chance, and the random ways in which, say, ... Leer más

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  • Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis

    Series series Computer Science (R0)
    Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis, Second Edition, provides a comprehensive guide for practitioners who wish to understand, construct, and analyze intelligent systems for decision support based on probabilistic networks. This new edition contains six new sections, in addition to fully-updated examples, tables, figures, and a revised appendix. Intended ... Leer más

    $89.99 USD

  • Algorithms from and for Nature and Life

    Classification and Data Analysis

    Series series Springer Nature Proceedings excluding Computer Science
    This volume provides approaches and solutions to challenges occurring at the interface of research fields such as, e.g., data analysis, data mining and knowledge discovery, computer science, operations research, and statistics. In addition to theory-oriented contributions various application areas are included. Moreover, traditional classification research directions concerning network data, ... Leer más

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  • Matrix-Exponential Distributions in Applied Probability

    Series Libro 81 - Probability Theory and Stochastic Modelling
    This book contains an in-depth treatment of matrix-exponential (ME) distributions and their sub-class of phase-type (PH) distributions. Loosely speaking, an ME distribution is obtained through replacing the intensity parameter in an exponential distribution by a matrix. The ME distributions can also be identified as the class of non-negative distributions with rational Laplace transforms. If the ... Leer más

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  • Statistics Hacks

    Tips & Tools for Measuring the World and Beating the Odds

    de Bruce Frey ...
    Want to calculate the probability that an event will happen? Be able to spot fake data? Prove beyond doubt whether one thing causes another? Or learn to be a better gambler? You can do that and much more with 75 practical and fun hacks packed into Statistics Hacks. These cool tips, tricks, and mind-boggling solutions from the world of statistics, measurement, and research methods will not only ... Leer más

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  • Seamless R and C++ Integration with Rcpp

    Series series Mathematics and Statistics (R0)
    Rcpp is the glue that binds the power and versatility of R with the speed and efficiency of C++. With Rcpp, the transfer of data between R and C++ is nearly seamless, and high-performance statistical computing is finally accessible to most R users. Rcpp should be part of every statistician's toolbox. -- Michael Braun, MIT Sloan School of Management"Seamless R and C++ integration with Rcpp" is ... Leer más

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  • Hands-On Programming with R

    Learn how to program by diving into the R language, and then use your newfound skills to solve practical data science problems. With this book, you’ll learn how to load data, assemble and disassemble data objects, navigate R’s environment system, write your own functions, and use all of R’s programming tools.RStudio Master Instructor Garrett Grolemund not only teaches you how to program, but also ... Leer más

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  • Regression Modeling Strategies

    With Applications to Linear Models, Logistic and Ordinal Regression, and Survival Analysis

    Series series Mathematics and Statistics (R0)
    This highly anticipated second edition features new chapters and sections, 225 new references, and comprehensive R software. In keeping with the previous edition, this book is about the art and science of data analysis and predictive modelling, which entails choosing and using multiple tools. Instead of presenting isolated techniques, this text emphasises problem solving strategies that address ... Leer más

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  • Linear Mixed-Effects Models Using R

    A Step-by-Step Approach

    Series series Mathematics and Statistics (R0)
    Linear mixed-effects models (LMMs) are an important class of statistical models that can be used to analyze correlated data. Such data are encountered in a variety of fields including biostatistics, public health, psychometrics, educational measurement, and sociology. This book aims to support a wide range of uses for the models by applied researchers in those and other fields by providing state ... Leer más

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