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An essential guide to two burgeoning topics in machine learning – classification trees and ensemble learning Ensemble Classification Methods with Applications in R introduces the concepts and principles of ensemble classifiers methods and includes a review of the most...
Editeur :
Wiley
Parution :
2018-08-15
PDF, ePub
Offre spéciale
-9%
126,95€
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Panel Data Econometrics with R provides a tutorial for using R in the field of panel data econometrics. Illustrated throughout with examples in econometrics, political science, agriculture and epidemiology, this book presents classic methodology and applications as well...
Editeur :
Wiley
Parution :
2018-08-10
PDF, ePub
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The series is designed to bring together those mathematicians who are seriously interested in getting new challenging stimuli from economic theories with those economists who are seeking effective mathematical tools for their research. A lot of economic problems can be...
Editeur :
Springer
Parution :
2018-07-31
PDF, ePub
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Piecewise-deterministic Markov processes form a class of stochastic models with a sizeable scope of applications: biology, insurance, neuroscience, networks, finance... Such processes are defined by a deterministic motion punctuated by random jumps at random times, and...
Editeur :
Wiley-ISTE
Parution :
2018-07-31
PDF, ePub
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Enables readers to start doing actual data analysis fast for a truly hands-on learning experience This concise and very easy-to-use primer introduces readers to a host of computational tools useful for making sense out of data, whether that data come from the social,...
Editeur :
Wiley
Parution :
2018-07-31
PDF, ePub
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The purpose of these notes is to highlight the far-reaching connections between Information Theory and Statistics. Universal coding and adaptive compression are indeed closely related to statistical inference concerning processes and using maximum likelihood or Bayesian...
Editeur :
Springer
Parution :
2018-07-28
PDF, ePub
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This book assesses various intelligent-city evaluation systems around the globe, and subsequently combines that assessment with local-government and enterprise practices to create an evaluation index system for quantifying the Intelligent City concept. In addition, the...
Editeur :
Springer
Parution :
2018-07-28
PDF, ePub
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A comprehensive resource that offers an introduction to statistics with a Bayesian angle, for students of professional disciplines like engineering and economics The Bayesian Way offers a basic introduction to statistics that emphasizes the Bayesian approach and is...
Editeur :
Wiley
Parution :
2018-07-27
PDF, ePub
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This book finds a broad domain of relevance in statistics and the social sciences. Its conceptual development is supported by applications to economics and income distribution, finance, education, demographics and actuarial science, political studies, psychology, and...
Editeur :
Springer
Parution :
2018-07-19
PDF, ePub
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Contains an overview of several technical topics of Quantile Regression Volume two of Quantile Regression offers an important guide for applied researchers that draws on the same example-based approach adopted for the first volume. The text explores topics including...
Editeur :
Wiley
Parution :
2018-07-18
Collection :
Wiley Series in Probability and Statistics
PDF, ePub
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This book focuses on statistical inferences related to various combinatorial stochastic processes. Specifically, it discusses the intersection of three subjects that are generally studied independently of each other: partitions, hypergeometric systems, and Dirichlet...
Editeur :
Springer
Parution :
2018-07-12
PDF
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A comprehensive treatment of systems and software testing using state of the art methods and tools This book provides valuable insights into state of the art software testing methods and explains, with examples, the statistical and analytic methods used in this field....
Editeur :
Wiley
Parution :
2018-07-06
PDF, ePub
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A guide to the principles and methods of data analysis that does not require knowledge of statistics or programmingA General Introduction to Data Analytics is an essential guide to understand and use data analytics. This book is written using easy-to-understand terms...
Editeur :
Wiley-Interscience
Parution :
2018-07-02
PDF, ePub
Offre spéciale
-9%
95,95€
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This book presents an overview of copula theory and its application in hydrology, and provides valuable insights, useful methods and practical applications for multivariate hydrological analysis using copulas. In addition, it extends the traditional bivariate model to...
Editeur :
Springer
Parution :
2018-06-28
PDF
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A preeminent expert in the field explores new and exciting methodologies in the ever-growing field of robust statistics Used to develop data analytical methods, which are resistant to outlying observations in the data, while capable of detecting outliers, robust...
Editeur :
Wiley
Parution :
2018-06-21
Collection :
Wiley Series in Probability and Statistics
PDF, ePub
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Causal analytics methods can revolutionize the use of data to make effective decisions by revealing how different choices affect probabilities of various outcomes. This book presents and illustrates models, algorithms, principles, and software for deriving causal models...
Editeur :
Springer
Parution :
2018-06-19
PDF, ePub
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A hands-on approach to statistical inference that addresses the latest developments in this ever-growing field This clear and accessible book for beginning graduate students offers a practical and detailed approach to the field of statistical inference, providing...
Editeur :
Wiley
Parution :
2018-06-19
Collection :
Wiley Series in Probability and Statistics
PDF, ePub
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This book presents state-of-the-art probabilistic methods for the reliability analysis and design of engineering products and processes. It seeks to facilitate practical application of probabilistic analysis and design by providing an authoritative, in-depth, and...
Editeur :
Springer
Parution :
2018-06-16
Collection :
Springer Series in Reliability Engineering
PDF
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This book presents a systematic explanation of the SIML (Separating Information Maximum Likelihood) method, a new approach to financial econometrics.Considerable interest has been given to the estimation problem of integrated volatility and covariance by using...
Editeur :
Springer
Parution :
2018-06-14
PDF
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The first book to discuss robust aspects of nonlinear regression—with applications using R software Robust Nonlinear Regression: with Applications using R covers a variety of theories and applications of nonlinear robust regression. It discusses both parts of the...
Editeur :
Wiley
Parution :
2018-06-11
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