عنوان

The R software :

شابک

1461490200 (electronic bk.)

شابک

9781461490203 (electronic bk.)

شابک اشتباه

9781461490197

شماره

dltt

عنوان اصلي

The R software :

نام عام مواد

[Book]

ساير اطلاعات عنواني

fundamentals of programming and statistical analysis /

نام نخستين پديدآور

Pierre Lafaye de Micheaux, Rémy Drouilhet, Benoit Liquet

نام خاص و کميت اثر

1 online resource (xxxvii, 628 pages) :

ساير جزييات

illustrations (some color)

عنوان فروست

Statistics and Computing,

شاپا ي ISSN فروست

1431-8784

متن يادداشت

Includes bibliographical references and indexes

متن يادداشت

Foreward -- Basic Concepts and Data Organisation -- Importing, Exporting and Producing Data -- Data Manipulation, Functions -- R and its Documentation -- Drawing Curves and Plots -- Programming in R -- Managing Sessions -- Basic Mathematics -- Descriptive Statistics -- A Better Understanding of Random Variables -- Confidence Intervals and Hypothesis Testing -- Simple and Multiple Linear Regression -- Elementary Analysis of Variance -- Installing R and R Packages

بدون عنوان

0

متن يادداشت

The contents of The R Software are presented so as to be both comprehensive and easy for the reader to use. Besides its application as a self-learning text, this book can support lectures on R at any level from beginner to advanced. This book can serve as a textbook on R for beginners as well as more advanced users, working on Windows, MacOs or Linux OSes. The first part of the book deals with the heart of the R language and its fundamental concepts, including data organization, import and export, various manipulations, documentation, plots, programming and maintenance. The last chapter in this part deals with oriented object programming as well as interfacing R with C/C++ or Fortran, and contains a section on debugging techniques. This is followed by the second part of the book, which provides detailed explanations on how to perform many standard statistical analyses, mainly in the Biostatistics field. Topics from mathematical and statistical settings that are included are matrix operations, integration, optimization, descriptive statistics, simulations, confidence intervals and hypothesis testing, simple and multiple linear regression, and analysis of variance. Each statistical chapter in the second part relies on one or more real biomedical data sets, kindly made available by the Bordeaux School of Public Health and described at the beginning of the book. Each chapter ends with an assessment section: memorandum of most important terms, followed by a section of theoretical exercises (to be done on paper), which can be used as questions for a test. Moreover, worksheets enable the reader to check his new abilities in R. Solutions to all exercises and worksheets are included in this book

موضوع مستند نشده

Mathematical statistics-- Computer programs

موضوع مستند نشده

Mathematical statistics-- Data processing

موضوع مستند نشده

R (Computer program language)

موضوع مستند نشده

COM077000

موضوع مستند نشده

UFM

شماره

ويراست

شماره رده

مستند نام اشخاص تاييد نشده

Lafaye de Micheaux, Pierre,1973-

مستند نام اشخاص تاييد نشده

Drouilhet, Rémy

مستند نام اشخاص تاييد نشده

Liquet, Benoît

مستند نام تنالگان تاييد نشده

Ohio Library and Information Network

تاريخ عمليات

20201222180237.0

قواعد فهرست نويسي ( بخش توصيفي )

pn

نام الکترونيکي

نوع ماده

[Book]

کد کاربرگه

270410

تكميل شده

Y