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Model-Oriented Design Of Experiments

by Peter Hackl e Valerii V. Fedorov

~~118,59€~~ 106,73€ 10% OFF

 Topics include designs for nonlinear models, models with random parameters and models with correlated observations, designs for model discrimination and misspecified (contaminated) models, and designs in functional spaces.The authors avoid technical details, assuming a moderate background in calculus, matrix algebra, and statistics.
ENGLISH

Model-Oriented Design Of Experiments

by Peter Hackl e Valerii V. Fedorov

~~121,66€~~ 109,49€ 10% OFF

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 Topics include designs for nonlinear models, models with random parameters and models with correlated observations, designs for model discrimination and misspecified (contaminated) models, and designs in functional spaces.The authors avoid technical details, assuming a moderate background in calculus, matrix algebra, and statistics.
ENGLISH

Statistical Machine Learning For Engineering With Applications

~~98,71€~~ 88,84€ 10% OFF

 This book offers a leisurely introduction to the concepts and methods of machine learning. Readers will learn about classification trees, Bayesian learning, neural networks and deep learning, the design of experiments, and related methods. For ease of reading, technical details are avoided as far as possible, and there is a particular emphasis on applicability, interpretation, reliability and limitations of the data-analytic methods in practice. To cover the common availability and types of data in engineering, training sets consisting of independent as well as time series data are considered. To cope with the scarceness of data in industrial problems, augmentation of training sets by additional artificial data, generated from physical models, as well as the combination of machine learning and expert knowledge of engineers are discussed.The methodological exposition is accompanied by several detailed case studies based on industrial projects covering a broad range of engineering applications from vehicle manufacturing, process engineering and design of materials to optimization of production processes based on image analysis.The focus is on fundamental ideas, applicability and the pitfalls of machine learning in industry and science, where data are often scarce. Requiring only very basic background in statistics, the book is ideal for self-study or short courses for engineering and science students.
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Optimal Experimental Design - A Concise Introduction For Researchers

by Jesus Lopez-Fidalgo

98,71€ + 10% CARD

 This textbook provides a concise introduction to optimal experimental design and efficiently prepares the reader for research in the area. The book is primarily intended for graduate students and young researchers in statistics and applied mathematics who are new to the field of optimal experimental design.
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Optimal Experimental Design - A Concise Introduction For Researchers

by Jesus Lopez-Fidalgo

81,10€ + 10% CARD

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 This textbook provides a concise introduction to optimal experimental design and efficiently prepares the reader for research in the area. The book is primarily intended for graduate students and young researchers in statistics and applied mathematics who are new to the field of optimal experimental design.
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Time Series Models

by Manfred Deistler e Wolfgang Scherrer

89,21€ + 10% CARD

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 The second part deals with multivariate AR, ARMA and state space models, which are the most important model classes for stationary processes, and addresses the structure of AR, ARMA and state space systems, Yule-Walker equations, factorization of rational spectral densities and Kalman filtering.
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Multivariate Reduced-Rank Regression - Theory, Methods And Applications

by Gregory C. Reinsel, Kun Chen e Raja P. Velu

145,09€ + 10% CARD

 This book provides an account of multivariate reduced-rank regression, a tool of multivariate analysis that enjoys a broad array of applications. In addition to a historical review of the topic, its connection to other widely used statistical methods, such as multivariate analysis of variance (MANOVA), discriminant analysis, principal components, canonical correlation analysis, and errors-in-variables models, is also discussed.This new edition incorporates Big Data methodology and its applications, as well as high-dimensional reduced-rank regression, generalized reduced-rank regression with complex data, and sparse and low-rank regression methods. Each chapter contains developments of basic theoretical results, as well as details on computational procedures, illustrated with numerical examples drawn from disciplines such as biochemistry, genetics, marketing, and finance. This book is designed for advanced students, practitioners, and researchers, who may deal withmoderate and high-dimensional multivariate data. Because regression is one of the most popular statistical methods, the multivariate regression analysis tools described should provide a natural way of looking at large (both cross-sectional and chronological) data sets. This book can be assigned in seminar-type courses taken by advanced graduate students in statistics, machine learning, econometrics, business, and engineering.
ENGLISH

Time Series Models

by Manfred Deistler e Wolfgang Scherrer

118,59€ + 10% CARD

 The second part deals with multivariate AR, ARMA and state space models, which are the most important model classes for stationary processes, and addresses the structure of AR, ARMA and state space systems, Yule-Walker equations, factorization of rational spectral densities and Kalman filtering.
ENGLISH

Finite Form Representations For Meijer G And Fox H Functions - Applied To Multivariate Likelihood Ratio Tests Using Mathematicaâ®, Maxima And R

by Barry C. Arnold e Carlos A. Coelho

89,21€ + 10% CARD

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 In these cases, both the exact quantiles and the exact p-values of the likelihood ratio tests can be computed quickly and efficiently.The test statistics in question range from common ones, such as those used to test e.g.
ENGLISH

Understanding Randomness - Exercises For Statisticians

by Salsburg

68,93€ + 10% CARD

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 This concise, easy-to-follow book stimulates interest and develops proficiency in statistical analysis.
ENGLISH

Finite Form Representations For Meijer G And Fox H Functions - Applied To Multivariate Likelihood Ratio Tests Using Mathematica®, Maxima And R

by Barry C. Arnold e Carlos A. Coelho

118,59€ + 10% CARD

 In these cases, both the exact quantiles and the exact p-values of the likelihood ratio tests can be computed quickly and efficiently.The test statistics in question range from common ones, such as those used to test e.g.
ENGLISH

Analyzing Dependent Data With Vine Copulas - A Practical Guide With R

by Claudia Czado

86,11€ + 10% CARD

 This textbook provides a step-by-step introduction to the class of vine copulas, their statistical inference and applications. It focuses on statistical estimation and selection methods for vine copulas in data applications. These flexible copula models can successfully accommodate any form of tail dependence and are vital to many applications in finance, insurance, hydrology, marketing, engineering, chemistry, aviation, climatology and health.The book explains the pair-copula construction principles underlying these statistical models and discusses how to perform model selection and inference. It also derives simulation algorithms and presents real-world examples to illustrate the methodological concepts. The book includes numerous exercises that facilitate and deepen readers’ understanding, and demonstrates how the R package VineCopula can be used to explore and build statistical dependence models from scratch. In closing, the book provides insights into recent developments and open research questions in vine copula based modeling.The book is intended for students as well as statisticians, data analysts and any other quantitatively oriented researchers who are new to the field of vine copulas. Accordingly, it provides the necessary background in multivariate statistics and copula theory for exploratory data tools, so that readers only need a basic grasp of statistics and probability.<div> </div>
ENGLISH

Understanding Randomness - Exercises For Statisticians

by Salsburg

67,56€ + 10% CARD

 This concise, easy-to-follow book stimulates interest and develops proficiency in statistical analysis.
ENGLISH

Case Studies In Bayesian Statistics - Volume Vi

118,59€ + 10% CARD

 Offers a collection of papers from a workshop on Bayesian statistics, discussing important research problems and showing the advantages of a Bayesian approach.
ENGLISH

Bilinear Regression Analysis - An Introduction

by Dietrich Von Rosen

86,11€ + 10% CARD

 This book expands on the classical statistical multivariate analysis theory by focusing on bilinear regression models, a class of models comprising the classical growth curve model and its extensions.
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Theory And Application Of Uniform Experimental Designs

by Hong Qin, Kai-Tai Fang, Min-Qian Liu e Yong-Dao Zhou

86,11€ + 10% CARD

 The book provides necessary knowledge for readers interested in developing the theory of uniform experimental design. It discusses measures of uniformity, various construction methods of uniform designs, modeling techniques, design and modeling for experiments with mixtures, and the usefulness of the uniformity in block, factorial and supersaturated designs.Experimental design is an important branch of statistics with a long history, and is extremely useful in multi-factor experiments. Involving rich methodologies and various designs, it has played a key role in industry, technology, sciences and various other fields. A design that chooses experimental points uniformly scattered on the domain is known as uniform experimental design, and uniform experimental design can be regarded as a fractional factorial design with model uncertainty, a space-filling design for computer experiments, a robust design against the model specification, and a supersaturated design and can be applied to experiments with mixtures.
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Water Resources And Environmental Engineering I - Surface And Groundwater

175,73€ + 10% CARD

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 It also discusses issues of water resources such as water quantity, quality, management and planning for the benefits of water resource scientists, faculties, policy makers, stake holders working in the water resources planning and management.
Bilinear Regression Analysis - An Introduction

by Dietrich Von Rosen

67,58€ + 10% CARD

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 This book expands on the classical statistical multivariate analysis theory by focusing on bilinear regression models, a class of models comprising the classical growth curve model and its extensions.
ENGLISH

Iss-2012 Proceedings Volume On Longitudinal Data Analysis Subject To Measurement Errors, Missing Values, And/Or Outliers

98,02€ + 10% CARD

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 These nine papers cover three different areas for longitudinal data analysis, four dealing with longitudinal data subject to measurement errors, four on incomplete longitudinal data analysis, and the last one for inferences for longitudinal data subject to outliers.
ENGLISH

Inference On The Hurst Parameter And The Variance Of Diffusions Driven By Fractional Brownian Motion

by Alain Latour, Corinne Berzin e Jose R. Leon

98,71€ + 10% CARD

 The models studied are fractional Brownian motions and processes that derive from them through stochastic differential equations.Concerning the proofs of the limit theorems, the â€œFourth Moment Theoremâ€ is systematically used, as it produces rapid and helpful proofs that can serve as models for the future.
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Heavy-Tailed Distributions And Robustness In Economics And Finance

by Johan Walden, Marat Ibragimov e Rustam Ibragimov

59,61€ + 10% CARD

 This book focuses on general frameworks for modeling heavy-tailed distributions in economics, finance, econometrics, statistics, risk management and insurance. These results motivate the development and applications of robust inference approaches under heavy tails, heterogeneity and dependence in observations.
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Modeling And Stochastic Learning For Forecasting In High Dimensions

171,59€ + 10% CARD

 The chapters in this volume stress the need for advances in theoretical understanding to go hand-in-hand with the widespread practical application of forecasting in industry.
ENGLISH

Advances And Challenges In Parametric And Semi-Parametric Analysis For Correlated Data - Proceedings Of The 2015 International Symposium In Statistics

118,59€ + 10% CARD

 This proceedings volume contains eight selected papers thatwere presented in the International Symposium in Statistics (ISS) 2015 OnAdvances in Parametric and Semi-parametric Analysis of Multivariate, TimeSeries, Spatial-temporal, and Familial-longitudinal Data, held in St. Johnâ€™s,Canada from July 6 to 8, 2015.
ENGLISH

Branching Processes And Their Applications

118,59€ + 10% CARD

 This volume gathers papers originally presented at the 3rd Workshop on Branching Processes and their Applications (WBPA15), which was held from 7 to 10 April 2015 in Badajoz, Spain (http://branching.unex.es/wbpa15/index.htm).
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