Materias:

Tabla de Contenidos: “…Getting started -- Chapter 1. Introduction to R -- Chapter 2. Creating a dataset -- Chapter 3. …”

Tabla de Contenidos: “…Contents at a Glance; Contents; About the Author; About the Technical Reviewer; Acknowledgments; Introduction; Chapter 1: Migrating to R: As Easy As 1, 2, 3; Getting R Up and Running on Your System; Okay, So I Have R. …”

Tabla de Contenidos: “…Front Cover; Contents; Preface; About the Translator; Acknowledgments; Chapter 1: Basic R Packages; Chapter 2: Basic Packages of Time Series; Chapter 3: Performance Monitoring Packages of R; Chapter 4: Cross-Platform Communication of R; Chapter 5: Server Implementation of R; Chapter 6: Database and NoSQL; Chapter 7: RHadoop; Appendix A: Installation of Java Environment; Appendix B: Installation of MySQL; Appendix C: Installation of Redis; Appendix D: Installation of MongoDB; Appendix E: Installation of Cassandra; Appendix F: Installation of Hadoop…”

Tabla de Contenidos: “…Title Page; Copyright Page; Table of Contents; Introduction; About This Book; Changes in the Second Edition; Conventions Used in This Book; What You're Not to Read; Foolish Assumptions; How This Book Is Organized; Part I: Getting Started with R Programming; Part II: Getting Down to Work in R; Part III: Coding in R; Part IV: Making the Data Talk; Part V: Working with Graphics; Part VI: The Part of Tens; Icons Used in This Book; Beyond the Book; Where to Go from Here; Part I Getting Started with R Programming; Chapter 1 Introducing R: The Big Picture; Recognizing the Benefits of Using R…”

Tabla de Contenidos: “…The R Book; Contents; Preface; 1 Getting Started; 2 Essentials of the R Language; 3 Data Input; 4 Dataframes; 5 Graphics; 6 Tables; 7 Mathematics; 8 Classical Tests; 9 Statistical Modelling; 10 Regression; 11 Analysis of Variance; 12 Analysis of Covariance; 13 Generalized Linear Models; 14 Count Data; 15 Count Data in Tables; 16 Proportion Data; 17 Binary Response Variables; 18 Generalized Additive Models; 19 Mixed-Effects Models; 20 Non-linear Regression; 21 Tree Models; 22 Time Series Analysis; 23 Multivariate Statistics; 24 Spatial Statistics; 25 Survival Analysis; 26 Simulation Models…”

Tabla de Contenidos: “…Getting R -- The R environment -- R packages -- Basics of R -- Advanced data structures -- Reading data into R -- Statistical graphics -- Writing R functions -- Control statements -- Loops, the Un-R way to iterate -- Group manipulation -- Faster group manipulation with dplyr -- Iterating with purrr -- Data reshaping -- Reshaping data in the Tidyverse -- Manipualting strings -- Probability distributions -- Basic statistics -- Linear models -- Generalized linear models -- Model diagnostics -- Regularization and shrinkage -- Nonlinear models -- Time series and autocorrelation -- Clustering -- Model fitting with Caret -- Reproducibility and reports with knitr -- Rich documents with RMarkdown -- Interactive dashboards with shiny -- Building R packages -- Real-life resources…”

Tabla de Contenidos: “…Front Cover; Dedication; Contents; List of Figures; List of Tables; Preface; About the Author; Chapter 1 - Installing and Running R and MATLAB; Chapter 2 - Getting Started: Variables and Basic Computations; Chapter 3 - Matrices and Vectors; Chapter 4 - Matrix/Vector Calculations and Functions; Chapter 5 - Lists and Cell Arrays; Chapter 6 - Flow Control; Chapter 7 - Running Code from Files: Scripts; Chapter 8 - Writing Your Own Functions; Chapter 9 - Probability and Random Numbers; Chapter 10 - Graphics; Chapter 11 - Numerical Computing; Chapter 12 - File Input and Output…”

Tabla de Contenidos: “…Contents at a Glance; Contents; About the Author; In Memoriam; About the Technical Reviewer; Acknowledgments; Introduction; Chapter 1: Getting Star ted; 1.1 What is R, Anyway?; 1.2 A First R Session; 1.3 Your Second R Session; 1.3.1 Working with Indexes; 1.3.2 Representing Missing Data in R; 1.3.3 Vectors and Vectorization in R; 1.3.4 A Brief Introduction to Matrices; 1.3.5 More on Lists; 1.3.6 A Quick Introduction to Data Frames; Chapter 2: Dealing with Dates, Strings, and Data Frames; 2.1 Working with Dates and Times; 2.2 Working with Strings…”

Tabla de Contenidos: “…-- How to Launch an RStudio Project -- RStudio Project Versus Active usethis Project -- Working Directory and Filepath Discipline -- Test Drive with load_all() -- Benefits of load_all() -- Other Ways to Call load_all() -- check() and R CMD check -- Workflow -- Background on R CMD check -- Chapter 5. …”

Tabla de Contenidos: “…Beginning R; Contents; Introduction; Who This Book Is For; What This Book Covers; How This Book Is Structured; What You Need to Use This Book; Conventions; Source Code; Errata; p2p.wrox.com; Chapter 1: Introducing R: What It Is and How to Get It; Getting the Hang of R; Running the R Program; Finding Your Way with R; Command Packages; Summary; Chapter 2: Starting Out: Becoming Familiar with R; Some Simple Math; Reading and Getting Data into R; Viewing Named Objects; Types of Data Items; The Structure of Data Items; Examining Data Structure; Working with History Commands; Saving Your Work in R…”

Tabla de Contenidos: “…Title Page; Copyright Page; Contents at a Glance; Table of Contents; About the Author; About the Technical Reviewer; Acknowledgments; Introduction; Who This Book Is For; How This Book Is Structured; Conventions; Downloading the code; Contacting the Author; CHAPTER 1 Getting R and Getting Started; Getting and Using R; A First R Session; Moving Around in R; Working with Data in R; Vectors; Creating a Vector; Performing Vector Arithmetic; Adding Elements to a Vector; Matrices; Creating a Matrix; Referring to Matrix Rows and Columns; Matrix Manipulation; Data Frames…”

Tabla de Contenidos: “…Chapter 15 - Domain specific languagesPart IV - Performance; Chapter 16 - Performance; Chapter 17 - Optimising code; Chapter 18 - Memory; Chapter 19 - High performance functions with Rcpp; Chapter 20 - R's C interface; Back Cover…”

Tabla de Contenidos: “…Machine generated contents note: Preface vii 1 Getting Started 1 2 Essentials of the R Language 9 3 Data Input 97 4 Dataframes 107 5 Graphics 135 6 Tables 183 7 Mathematics 195 8 Classical Tests 279 9 Statistical Modelling 323 10 Regression 387 11 Analysis of Variance 449 12 Analysis of Covariance 489 13 Generalized Linear Models 511 14 Count Data 527 15 Count Data in Tables 549 16 Proportion Data 569 17 Binary Response Variables 593 18 Generalized Additive Models 611 19 Mixed-Effects Models 627 20 Non-linear Regression 661 21 Meta-analysis xxx 22 Bayesian statistics xxx 23 Tree Models 685 24 Time Series Analysis 701 25 Multivariate Statistics 731 26 Spatial Statistics 749 27 Survival Analysis 787 28 Simulation Models 811 29 Changing the Look of Graphics 827 References and Further Reading 873 Index 877s…”

Tabla de Contenidos: “…pt. 1. R you ready? -- pt. 2. Getting down to work in R -- pt. 3. …”

Materias: “…R (Computer program language)…”