MARC details
| 000 -LEADER |
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| fixed length control field |
03350nam a22002057a 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20241127184937.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
241127b |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9789819928880 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER |
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| Classification number |
005.133 |
| Item number |
ASL |
| 100 ## - MAIN ENTRY--PERSONAL NAME |
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| Personal name |
Aslam, Muhammad |
| 245 ## - TITLE STATEMENT |
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| Title |
Practicing R for statistical computing |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
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| Name of publisher, distributor, etc. |
Springer |
| Place of publication, distribution, etc. |
Singapore |
| Date of publication, distribution, etc. |
2023 |
| 300 ## - PHYSICAL DESCRIPTION |
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| Extent |
xvii, 292 p. |
| 365 ## - TRADE PRICE |
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| Price type code |
EUR |
| Price amount |
69.99 |
| 500 ## - GENERAL NOTE |
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| General note |
Table of content:<br/>Front Matter<br/>Pages i-xvii<br/>Download chapter PDF <br/>R Language: Introduction<br/>Muhammad Aslam, Muhammad Imdad Ullah<br/>Pages 1-6<br/>Obtaining and Installing R Language<br/>Muhammad Aslam, Muhammad Imdad Ullah<br/>Pages 7-17<br/>Using R as a Calculator<br/>Muhammad Aslam, Muhammad Imdad Ullah<br/>Pages 19-25<br/>Data Mode and Data Structure<br/>Muhammad Aslam, Muhammad Imdad Ullah<br/>Pages 27-43<br/>Working with Data<br/>Muhammad Aslam, Muhammad Imdad Ullah<br/>Pages 45-82<br/>Descriptive Statistics<br/>Muhammad Aslam, Muhammad Imdad Ullah<br/>Pages 83-100<br/>Probability and Probability Distributions<br/>Muhammad Aslam, Muhammad Imdad Ullah<br/>Pages 101-148<br/>Confidence Intervals and Comparison Tests<br/>Muhammad Aslam, Muhammad Imdad Ullah<br/>Pages 149-172<br/>Correlation and Regression Analysis<br/>Muhammad Aslam, Muhammad Imdad Ullah<br/>Pages 173-187<br/>Graphing in R<br/>Muhammad Aslam, Muhammad Imdad Ullah<br/>Pages 189-223<br/>Control Flow: Selection and Iteration<br/>Muhammad Aslam, Muhammad Imdad Ullah<br/>Pages 225-241<br/>Functions and R Resources<br/>Muhammad Aslam, Muhammad Imdad Ullah<br/>Pages 243-250<br/>Common Errors and Mistakes<br/>Muhammad Aslam, Muhammad Imdad Ullah<br/>Pages 251-261<br/>Functions for Better Programming<br/>Muhammad Aslam, Muhammad Imdad Ullah<br/>Pages 263-272<br/>Some Useful Functions<br/>Muhammad Aslam, Muhammad Imdad Ullah<br/>Pages 273-287<br/>Important Packages<br/>Muhammad Aslam, Muhammad Imdad Ullah<br/>Pages 289-292<br/><br/>[https://link.springer.com/book/10.1007/978-981-99-2886-6) |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
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.<br/><br/>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.<br/>(https://link.springer.com/book/10.1007/978-981-99-2886-6) |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name as entry element |
Statistical computing |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Imdad Ullah, Muhammad |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
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| Koha item type |
Book |
| Source of classification or shelving scheme |
Dewey Decimal Classification |