Practicing R for Statistical Computing

Name: Practicing R for Statistical Computing
Brand: Springer, Berlin
SKU: 9789819928859
Price: 2234 CZK
Availability: InStock

Autor: Muhammad Aslam, Muhammad Imdad Ullah

Jazyk:

Vazba: Pevná

Vydavatel: Springer, Berlin

Dostupnost: Skladem u dodavatele

Odesíláme za 10-13 dnů

2 234 Kč

This book is designed to provide a comprehensive introduction to R programming for data analysis, ma...

Informace o knize

Autor

Muhammad Aslam, Muhammad Imdad Ullah

Jazyk

Angličtina

Vazba

Kniha - Pevná

Vydáno

2023

Stránek

EAN

9789819928859

Enbook ID

43226591

Vydavatel

Springer, Berlin

Hmotnost

612

Rozměry

155 x 235

Kompletní popis

This book is designed to provide a comprehensive introduction to R programming for data analysis, manipulation and presentation. It covers fundamental data structures such as vectors, matrices, arrays, and lists, along with techniques for exploratory data analysis, data transformation and manipulation. The book explains basic statistical concepts and demonstrates their implementation using R, including descriptive statistics, graphical representation of data, probability, popular probability distributions and hypothesis testing. It also explores linear and non-linear modeling, model selection and diagnostic tools in R.The book also covers flow control and conditional calculations by using ''if'' conditions and loops and discusses useful functions and resources for further learning. It provides an extensive list of functions grouped according to statistics classification, which can be helpful for both statisticians and R programmers. The use of different graphic devices, high-level and low-level graphical functions and adjustment of parameters are also explained. Throughout the book, R commands, functions and objects are printed in a different font for easy identification. Common errors, warnings and mistakes in R are also discussed and classified with explanations on how to prevent them.

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Practicing R for Statistical Computing

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