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Practicing R for Statistical Computing (1st ed. 2023)
Loot Price: R2,659
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Practicing R for Statistical Computing (1st ed. 2023)
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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.
General
| Imprint: |
Springer Verlag, Singapore
|
| Country of origin: |
Singapore |
| Release date: |
July 2023 |
| First published: |
2023 |
| Authors: |
Muhammad Aslam
• Muhammad Imdad Ullah
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| Dimensions: |
235 x 155mm (L x W) |
| Pages: |
306 |
| Edition: |
1st ed. 2023 |
| ISBN-13: |
978-981-9928-85-9 |
| Categories: |
Books
Promotions
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| LSN: |
981-9928-85-0 |
| Barcode: |
9789819928859 |
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