Description

Book Synopsis

A start-to-finish guide to one of the most useful programming languages for researchers in a variety of fields

In the newly revised Third Edition of The R Book, a team of distinguished teachers and researchers delivers a user-friendly and comprehensive discussion of foundational and advanced topics in the R software language, which is used widely in science, engineering, medicine, economics, and other fields. The book is designed to be used as both a complete textreadable from cover to coverand as a reference manual for practitioners seeking authoritative guidance on particular topics.

This latest edition offers instruction on the use of the RStudio GUI, an easy-to-use environment for those new to R. It provides readers with a complete walkthrough of the R language, beginning at a point that assumes no prior knowledge of R and very little previous knowledge of statistics. Readers will also find:

  • A thorough introduction to fundamental concept

    Table of Contents

    Preface

    1 Getting started 1

    2 Technical background 17

    3 Essentials of the R language 55

    4 Data input and dataframes 195

    5 Graphics 235

    6 Graphics in more detail 289

    7 Tables 357

    8 Probability distributions in R 369

    9 Testing 401

    10 Regression 433

    11 Generalised Linear Models 495

    12 Generalised Additive Models 575

    13 Mixed-effect models 599

    14 Non-linear regression 627

    15 Survival analysis 651

    16 Designed experiments 669

    17 Meta-analysis 701

    18 Time Series 717

    19 Multivariate Statistics 743

    20 Classification and regression trees 765

    21 Spatial Statistics 785

    22 Bayesian Statistics 807

    23 Simulation models 833

The R Book

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    A Hardback by Elinor Jones, Simon Harden, Michael J. Crawley

    £67.50

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    RRP £75.00 – you save £7.50 (10%)

    Order before 4pm today for delivery by Wed 2 Sep 2026.

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      Book details

      Publisher John Wiley & Sons Inc
      Published 6 October 2022
      ISBN-13 9781119634324
      978-1119634324
      ISBN-10 1119634326
      Also in:
      Computing Mathematical and statistical software

      Description

      Book Synopsis

      A start-to-finish guide to one of the most useful programming languages for researchers in a variety of fields

      In the newly revised Third Edition of The R Book, a team of distinguished teachers and researchers delivers a user-friendly and comprehensive discussion of foundational and advanced topics in the R software language, which is used widely in science, engineering, medicine, economics, and other fields. The book is designed to be used as both a complete textreadable from cover to coverand as a reference manual for practitioners seeking authoritative guidance on particular topics.

      This latest edition offers instruction on the use of the RStudio GUI, an easy-to-use environment for those new to R. It provides readers with a complete walkthrough of the R language, beginning at a point that assumes no prior knowledge of R and very little previous knowledge of statistics. Readers will also find:

      • A thorough introduction to fundamental concept

        Table of Contents

        Preface

        1 Getting started 1

        2 Technical background 17

        3 Essentials of the R language 55

        4 Data input and dataframes 195

        5 Graphics 235

        6 Graphics in more detail 289

        7 Tables 357

        8 Probability distributions in R 369

        9 Testing 401

        10 Regression 433

        11 Generalised Linear Models 495

        12 Generalised Additive Models 575

        13 Mixed-effect models 599

        14 Non-linear regression 627

        15 Survival analysis 651

        16 Designed experiments 669

        17 Meta-analysis 701

        18 Time Series 717

        19 Multivariate Statistics 743

        20 Classification and regression trees 765

        21 Spatial Statistics 785

        22 Bayesian Statistics 807

        23 Simulation models 833

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