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  • ggplot2

    ggplot2
    av Hadley Wickham

    Häftad - 2016 - Engelska - ISBN: 9783319242750

    This new edition to the classic book by ggplot2 creator Hadley Wickham highlights compatibility with knitr and RStudio. ggplot2 is a data visualization package for R that helps users create data graphics, including those that are multi-layered, with…

  • An Introduction to Applied Multivariate Analysis with R

    An Introduction to Applied Multivariate Analysis with R
    av Brian Everitt

    Häftad - 2011 - Engelska - ISBN: 9781441996497

    The majority of data sets collected by researchers in all disciplines are multivariate, meaning that several measurements, observations, or recordings are taken on each of the units in the data set. These units might be human subjects, archaeologica…

  • Applied Spatial Data Analysis with R

    Applied Spatial Data Analysis with R
    av Roger S. Bivand

    Häftad - 2013 - Engelska - ISBN: 9781461476177

    Applied Spatial Data Analysis with R, second edition, is divided into two basic parts, the first presenting R packages, functions, classes and methods for handling spatial data. This part is of interest to users who need to access and visualise spat…

  • A User's Guide to Network Analysis in R

    A User's Guide to Network Analysis in R
    av Douglas Luke

    Häftad - 2015 - Engelska - ISBN: 9783319238821

    Presenting a comprehensive resource for the mastery of network analysis in R, the goal of Network Analysis with R is to introduce modern network analysis techniques in R to social, physical, and health scientists. The mathematical foundations of net…

  • Elements of Copula Modeling with R

    Elements of Copula Modeling with R
    av Marius Hofert

    Häftad - 2019 - Engelska - ISBN: 9783319896342

    This book introduces the main theoretical findings related to copulas and shows how statistical modeling of multivariate continuous distributions using copulas can be carried out in the R statistical environment with the package copula (among others…

  • A Beginner's Guide to R

    A Beginner's Guide to R
    av Alain Zuur

    Häftad - 2009 - Engelska - ISBN: 9780387938363

    Based on their extensive experience with teaching R and statistics to applied scientists, the authors provide a beginner's guide to R. To avoid the difficulty of teaching R and statistics at the same time, statistical methods are kept to a minimum.…

  • Learn ggplot2 Using Shiny App

    Learn ggplot2 Using Shiny App
    av Keon-Woong Moon

    Häftad - 2017 - Engelska - ISBN: 9783319530185

    This book and app is for practitioners, professionals, researchers, and students who want to learn how to make a plot within the R environment using ggplot2, step-by-step without coding. In widespread use in the statistical communities, R is a free…

  • Bayesian Computation with R

    Bayesian Computation with R
    av Jim Albert

    Häftad - 2009 - Engelska - ISBN: 9780387922973

    There has been dramatic growth in the development and application of Bayesian inference in statistics. Berger (2000) documents the increase in Bayesian activity by the number of published research articles, the number of books,andtheextensivenumbero…

  • Introducing Monte Carlo Methods with R

    Introducing Monte Carlo Methods with R
    av Christian Robert

    Häftad - 2009 - Engelska - ISBN: 9781441915757

    Computational techniques based on simulation have now become an essential part of the statistician's toolbox. It is thus crucial to provide statisticians with a practical understanding of those methods, and there is no better way to develop intuitio…

  • Statistical Methods for Environmental Epidemiology with R

    Statistical Methods for Environmental Epidemiology with R
    av Roger D. Peng

    Häftad - 2008 - Engelska - ISBN: 9780387781662

    As an area of statistical application, environmental epidemiology and more speci cally, the estimation of health risk associated with the exposure to - vironmental agents, has led to the development of several statistical methods and software that c…

  • Bayesian Cost-Effectiveness Analysis with the R package BCEA

    Bayesian Cost-Effectiveness Analysis with the R package BCEA
    av Gianluca Baio

    Häftad - 2017 - Engelska - ISBN: 9783319557168

    The book provides a description of the process of health economic evaluation and modelling for cost-effectiveness analysis, particularly from the perspective of a Bayesian statistical approach. Some relevant theory and introductory concepts are pres…

  • Applied Statistical Genetics with R

    Applied Statistical Genetics with R
    av Andrea S. Foulkes

    Häftad - 2009 - Engelska - ISBN: 9780387895536

    Statistical genetics has become a core course in many graduate programs in public health and medicine. This book presents fundamental concepts and principles in this emerging field at a level that is accessible to students and researchers with a fir…

  • Solving Differential Equations in R

    Solving Differential Equations in R
    av Karline Soetaert

    Häftad - 2012 - Engelska - ISBN: 9783642280696

    Mathematics plays an important role in many scientific and engineering disciplines. This book deals with the numerical solution of differential equations, a very important branch of mathematics. Our aim is to give a practical and theoretical account…

  • Analysis of Phylogenetics and Evolution with R

    Analysis of Phylogenetics and Evolution with R
    av Emmanuel Paradis

    Häftad - 2011 - Engelska - ISBN: 9781461417422

    The increasing availability of molecular and genetic databases coupled with the growing power of computers gives biologists opportunities to address new issues, such as the patterns of molecular evolution, and re-assess old ones, such as the role of…

  • Competing Risks and Multistate Models with R

    Competing Risks and Multistate Models with R
    av Jan Beyersmann

    Häftad - 2011 - Engelska - ISBN: 9781461420347

    This book covers competing risks and multistate models, sometimes summarized as event history analysis. These models generalize the analysis of time to a single event (survival analysis) to analysing the timing of distinct terminal events (competing…

  • Numerical Ecology with R

    Numerical Ecology with R
    av Daniel Borcard

    Häftad - 2018 - Engelska - ISBN: 9783319714035

    This new edition of Numerical Ecology with R guides readers through an applied exploration of the major methods of multivariate data analysis, as seen through the eyes of three ecologists. It provides a bridge between a textbook of numerical ecology…

  • Epidemics

    Epidemics
    av Ottar N. Bjornstad

    Häftad - 2018 - Engelska - ISBN: 9783319974866

    This book is designed to be a practical study in infectious disease dynamics. The book offers an easy to follow implementation and analysis of mathematical epidemiology. The book focuses on recent case studies in order to explore various conceptual,…

  • Heart Rate Variability Analysis with the R package RHRV

    Heart Rate Variability Analysis with the R package RHRV
    av Constantino Antonio Garcia Martinez

    Häftad - 2017 - Engelska - ISBN: 9783319653549

    This book introduces readers to the basic concepts of Heart Rate Variability (HRV) and its most important analysis algorithms using a hands-on approach based on the open-source RHRV software. HRV refers to the variation over time of the intervals be…

  • Primer to Analysis of Genomic Data Using R

    Primer to Analysis of Genomic Data Using R
    av Cedric Gondro

    Häftad - 2015 - Engelska - ISBN: 9783319144740

    Through this book, researchers and students will learn to use R for analysis of large-scale genomic data and how to create routines to automate analytical steps. The philosophy behind the book is to start with real world raw datasets and perform all…

  • Lattice

    Lattice
    av Deepayan Sarkar

    Häftad - 2008 - Engelska - ISBN: 9780387759685

    Written by the author of the lattice system, this book describes lattice in considerable depth, beginning with the essentials and systematically delving into specific low levels details as necessary. No prior experience with lattice is required to r…

  • Data Mining with Rattle and R

    Data Mining with Rattle and R
    av Graham Williams

    Häftad - 2011 - Engelska - ISBN: 9781441998897

    Data mining is the art and science of intelligent data analysis. By building knowledge from information, data mining adds considerable value to the ever increasing stores of electronic data that abound today. In performing data mining many decisions…

  • Modern Optimization with R

    Modern Optimization with R
    av Paulo Cortez

    Häftad - 2014 - Engelska - ISBN: 9783319082622

    The goal of this book is to gather in a single document the most relevant concepts related to modern optimization methods, showing how such concepts and methods can be addressed using the open source, multi-platform R tool. Modern optimization metho…

  • Sound Analysis and Synthesis with R

    Sound Analysis and Synthesis with R
    av Jerome Sueur

    Häftad - 2018 - Engelska - ISBN: 9783319776453

    Sound is almost always around us, anywhere, at any time, reaching our ears and stimulating our brains for better or worse. Sound can be the disturbing noise of a drill, a merry little tune sung by a friend, the song of a bird in the morning or a cla…

  • Meta-Analysis with R

    Meta-Analysis with R
    av Guido Schwarzer

    Häftad - 2015 - Engelska - ISBN: 9783319214153

    This book provides a comprehensive introduction to performing meta-analysis using the statistical software R. It is intended for quantitative researchers and students in the medical and social sciences who wish to learn how to perform meta-analysis…

  • Simulation and Inference for Stochastic Processes with YUIMA

    Simulation and Inference for Stochastic Processes with YUIMA
    av Stefano M. Iacus

    Häftad - 2018 - Engelska - ISBN: 9783319555676

    The YUIMA package is the first comprehensive R framework based on S4 classes and methods which allows for the simulation of stochastic differential equations driven by Wiener process, Levy processes or fractional Brownian motion, as well as CARMA, C…

  • Statistical Analysis of Network Data with R

    Statistical Analysis of Network Data with R
    av Eric D. Kolaczyk

    Häftad - 2014 - Engelska - ISBN: 9781493909827

    Networks have permeated everyday life through everyday realities like the Internet, social networks, and viral marketing. As such, network analysis is an important growth area in the quantitative sciences, with roots in social network analysis going…

  • Data Wrangling with R

    Data Wrangling with R
    av Ph.D., Bradley C. Boehmke

    Häftad - 2016 - Engelska - ISBN: 9783319455983

    This guide for practicing statisticians, data scientists, and R users and programmers will teach the essentials of preprocessing: data leveraging the R programming language to easily and quickly turn noisy data into usable pieces of information. Dat…

  • Multistate Analysis of Life Histories with R

    Multistate Analysis of Life Histories with R
    av Frans Willekens

    Häftad - 2014 - Engelska - ISBN: 9783319083827

    This book provides an introduction to multistate event history analysis. It is an extension of survival analysis, in which a single terminal event (endpoint) is considered and the time-to-event is studied. Multistate models focus on life histories o…

  • Analysis of Integrated and Cointegrated Time Series with R

    Analysis of Integrated and Cointegrated Time Series with R
    av Bernhard Pfaff

    Häftad - 2008 - Engelska - ISBN: 9780387759661

    This book is designed for self study. The reader can apply the theoretical concepts directly within R by following the examples.

  • Wavelet Methods in Statistics with R

    Wavelet Methods in Statistics with R
    av Guy Nason

    Häftad - 2008 - Engelska - ISBN: 9780387759609

    WhenZhouEnlai,PremierofthePeople'sRepublicofChina(1949-1976),was asked his opinion of the French Revolution (1789-1799) he replied "It's too early to tell", see Rosenberg (1999). I believe that the same can be said about wavelets. Although particula…

  • Modern Psychometrics with R

    Modern Psychometrics with R
    av Patrick Mair

    Häftad - 2018 - Engelska - ISBN: 9783319931753

    This textbook describes the broadening methodology spectrum of psychological measurement in order to meet the statistical needs of a modern psychologist. The way statistics is used, and maybe even perceived, in psychology has drastically changed ove…

  • Functional and Phylogenetic Ecology in R

    Functional and Phylogenetic Ecology in R
    av Nathan G. Swenson

    Häftad - 2014 - Engelska - ISBN: 9781461495413

    Functional and Phylogenetic Ecology in R is designed to teach readers to use R for phylogenetic and functional trait analyses. Over the past decade, a dizzying array of tools and methods were generated to incorporate phylogenetic and functional info…

  • R by Example

    R by Example
    av Jim Albert

    Häftad - 2011 - Engelska - ISBN: 9781461413646

    R by Example is an example-based introduction to the statistical computing environment that does not assume any previous familiarity with R or other software packages. R functions are presented in the context of interesting applications with real da…

  • Six Sigma with  R

    Six Sigma with R
    av Emilio L. Cano

    Häftad - 2012 - Engelska - ISBN: 9781461436515

    Six Sigma has arisen in the last two decades as a breakthrough Quality Management Methodology. With Six Sigma, we are solving problems and improving processes using as a basis one of the most powerful tools of human development: the scientific metho…

  • Forest Analytics with R

    Forest Analytics with R
    av Andrew P. Robinson

    Häftad - 2010 - Engelska - ISBN: 9781441977618

    Forest Analytics with R combines practical, down-to-earth forestry data analysis and solutions to real forest management challenges with state-of-the-art statistical and data-handling functionality. Theauthors adopt a problem-driven approach, in whi…

  • Political Analysis Using R

    Political Analysis Using R
    av James E. Monogan III

    Häftad - 2015 - Engelska - ISBN: 9783319234458

    This book provides a narrative of how R can be useful in the analysis of public administration, public policy, and political science data specifically, in addition to the social sciences more broadly. It can serve as a textbook and reference manual…

  • Bayesian Networks in R

    Bayesian Networks in R
    av Radhakrishnan Nagarajan

    Häftad - 2013 - Engelska - ISBN: 9781461464457

    Bayesian Networks in R with Applications in Systems Biology is unique as it introduces the reader to the essential concepts in Bayesian network modeling and inference in conjunction with examples in the open-source statistical environment R. The lev…

  • Introduction to Probability Simulation and Gibbs Sampling with R

    Introduction to Probability Simulation and Gibbs Sampling with R
    av Eric A. Suess

    Häftad - 2010 - Engelska - ISBN: 9780387402734

    The first seven chapters use R for probability simulation and computation, including random number generation, numerical and Monte Carlo integration, and finding limiting distributions of Markov Chains with both discrete and continuous states. Appli…

  • Graphical Models with R

    Graphical Models with R
    av Soren Hojsgaard

    Häftad - 2012 - Engelska - ISBN: 9781461422983

    Graphical models in their modern form have been around since the late 1970s and appear today in many areas of the sciences. Along with the ongoing developments of graphical models, a number of different graphical modeling software programs have been…

  • Computerized Adaptive and Multistage Testing with R

    Computerized Adaptive and Multistage Testing with R
    av David Magis

    Inbunden - 2017 - Engelska - ISBN: 9783319692173

    The goal of this guide and manual is to provide a practical and brief overview of the theory on computerized adaptive testing (CAT) and multistage testing (MST) and to illustrate the methodologies and applications using R open source language and se…

  • Functional Data Analysis with R and MATLAB

    Functional Data Analysis with R and MATLAB
    av James Ramsay

    Häftad - 2009 - Engelska - ISBN: 9780387981840

    The book provides an application-oriented overview of functional analysis, with extended and accessible presentations of key concepts such as spline basis functions, data smoothing, curve registration, functional linear models and dynamic systemsFun…

  • Modeling Psychophysical Data in R

    Modeling Psychophysical Data in R
    av Kenneth Knoblauch

    Häftad - 2012 - Engelska - ISBN: 9781461444749

    Many of the commonly used methods for modeling and fitting psychophysical data are special cases of statistical procedures of great power and generality, notably the Generalized Linear Model (GLM). This book illustrates how to fit data from a variet…

  • XML and Web Technologies for Data Sciences with R

    XML and Web Technologies for Data Sciences with R
    av Deborah Nolan

    Häftad - 2013 - Engelska - ISBN: 9781461478997

    Web technologies are increasingly relevant to scientists working with data, for both accessing data and creating rich dynamic and interactive displays. The XML and JSON data formats are widely used in Web services, regular Web pages and JavaScript c…

  • Quality Control with R

    Quality Control with R
    av Emilio L. Cano

    Häftad - 2015 - Engelska - ISBN: 9783319240442

    Presenting a practitioner's guide to capabilities and best practices of quality control systems using the R programming language, this volume emphasizes accessibility and ease-of-use through detailed explanations of R code as well as standard statis…

  • Seamless R and C++ Integration with Rcpp

    Seamless R and C++ Integration with Rcpp
    av Dirk Eddelbuettel

    Häftad - 2013 - Engelska - ISBN: 9781461468677

    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.…

  • Bioconductor Case Studies

    Bioconductor Case Studies
    av Florian Hahne

    Häftad - 2008 - Engelska - ISBN: 9780387772394

    Bioconductor software has become a standard tool for the analysis and comprehension of data from high-throughput genomics experiments. Its application spans a broad field of technologies used in contemporary molecular biology. In this volume, the au…

  • R for Marketing Research and Analytics

    R for Marketing Research and Analytics
    av Chris Chapman

    Häftad - 2015 - Engelska - ISBN: 9783319144351

    This bookis a complete introduction to the power of R for marketing research practitioners. The text describes statistical models from a conceptual point of view with a minimal amount of mathematics, presuming only an introductory knowledge of stati…

  • Morphometrics with R

    Morphometrics with R
    av Julien Claude

    Häftad - 2008 - Engelska - ISBN: 9780387777894

    This book aims to explain how to use R to perform morphometrics. Morpho- tric analysis is the study of shape and size variations and covariations and their covariations with other variables. Morphometrics is thus deeply rooted within stat- tical sci…

  • Singular Spectrum Analysis with R

    Singular Spectrum Analysis with R
    av Nina Golyandina

    Häftad - 2018 - Engelska - ISBN: 9783662573785

    This comprehensive and richly illustrated volume provides up-to-date material on Singular Spectrum Analysis (SSA). SSA is a well-known methodology for the analysis and forecasting of time series. Since quite recently, SSA is also being used to analy…

  • Modeling Dose-Response Microarray Data in Early Drug Development Experiments Using R

    Modeling Dose-Response Microarray Data in Early Drug Development Experiments Using R

    Häftad - 2012 - Engelska - ISBN: 9783642240065

    This book focuses on the analysis of dose-response microarray data in pharmaceutical settings, the goal being to cover this important topic for early drug development experiments and to provide user-friendly R packages that can be used to analyze th…