The art of R programming a tour of statistical software design
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| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
San Francisco, Calif.
No Starch Press
2011
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| Online-Zugang: | Inhaltsverzeichnis Klappentext |
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MARC
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| 100 | 1 | |a Matloff, Norman S. |d 1948- |e Verfasser |0 (DE-588)1018956115 |4 aut | |
| 245 | 1 | 0 | |a The art of R programming |b a tour of statistical software design |c by Norman Matloff |
| 264 | 1 | |a San Francisco, Calif. |b No Starch Press |c 2011 | |
| 300 | |a XXIII, 373 S. |b Ill., graph. Darst. |c 24 cm | ||
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Datensatz im Suchindex
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| adam_text | BRIEFCONTENTS
Acknowledgments
...................................................................xvii
Introduction
......................................................................... xix
Chapter
1 :
Getting Started
........................................................... 1
Chapter
2:
Vectors
.................................................................. 25
Chapter
3:
Matrices and Arrays
....................................................... 59
Chapter
4:
Lists
...................................................................... 85
Chapter
5:
Data Frames
..............................................................101
Chapter
6:
Factors and Tables
........................................................121
Chapter
7:
R
Programming Structures
..................................................139
Chapter
8:
Doing Math and Simulations in
R
...........................................189
Chapter
9:
Object-Oriented Programming
..............................................207
Chapter
10:
Input/Output
............................................................231
Chapter
11 :
String Manipulation
......................................................251
Chapter
12:
Graphics
...............................................................261
Chapter
13:
Debugging
..............................................................285
Chapter
14:
Performance Enhancement: Speed and Memory
............................305
Chapter
15:
Interfacing
R
to Other Languages
..........................................323
Chapter
16:
Parallel
R
...............................................................333
Appendix A: Installing
R
..............................................................353
Appendix B: Installing and Using Packages
............................................355
TAME YOUR DATA
R
is the world s most popular language for developing
statistical software: Archaeologists use it to track the
spread of ancient civilizations, drug companies use it
to discover which medications are safe and effective,
and actuaries use it to assess financial risks and keep
markets running smoothly.
The Art of
R
Programming takes you on a guided tour
of software development with R, from basic types
and data structures to advanced topics like closures,
recursion, and anonymous functions. No statistical
knowledge is required, and your programming skills
can range from hobbyist to pro.
Along the way, you ll learn about functional and object-
oriented programming, running mathematical simulations,
and rearranging complex data into simpler, more useful
formats. You ll also learn to:
•
Create artful graphs to visualize complex data sets
and functions
•
Write more efficient code using parallel
R
and
vectorization
•
Interface
R
with
C/C++
and Python for increased
speed or functionality
•
Find new packages for text analysis, image manipula¬
tion, and more
•
Squash annoying bugs with advanced debugging
techniques
Whether you re designing aircraft, forecasting the
weather, or you just need to tame your data, The Art of
R
Programming is your guide to harnessing the power
of statistical computing.
ABOUT THE AUTHOR
Norman Matloff is a professor of computer science
(and a former professor of statistics) at the University
of California, Davis. His research interests include
parallel processing and statistical regression, and
he is the author of several widely used web tutorials
on software development. He has written articles for
the New York Times, the Washington Post, Forbes
Magazine, and the Los Angeles Times, and he is the
co-author of The Art of Debugging (No Starch Press).
|
| any_adam_object | 1 |
| author | Matloff, Norman S. 1948- |
| author_GND | (DE-588)1018956115 |
| author_facet | Matloff, Norman S. 1948- |
| author_role | aut |
| author_sort | Matloff, Norman S. 1948- |
| author_variant | n s m ns nsm |
| building | Verbundindex |
| bvnumber | BV039648590 |
| classification_rvk | QH 234 SK 850 ST 250 ST 601 |
| classification_tum | DAT 307f DAT 368f |
| ctrlnum | (OCoLC)753338362 (DE-599)BSZ349025258 |
| dewey-full | 519.502855133 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 519 - Probabilities and applied mathematics |
| dewey-raw | 519.502855133 |
| dewey-search | 519.502855133 |
| dewey-sort | 3519.502855133 |
| dewey-tens | 510 - Mathematics |
| discipline | Informatik Mathematik Wirtschaftswissenschaften |
| format | Book |
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| institution | BVB |
| isbn | 1593273843 9781593273842 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-024498326 |
| oclc_num | 753338362 |
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| physical | XXIII, 373 S. Ill., graph. Darst. 24 cm |
| publishDate | 2011 |
| publishDateSearch | 2011 |
| publishDateSort | 2011 |
| publisher | No Starch Press |
| record_format | marc |
| spellingShingle | Matloff, Norman S. 1948- The art of R programming a tour of statistical software design Datenverarbeitung Statistik R Programm (DE-588)4705956-4 gnd Programmierung (DE-588)4076370-5 gnd |
| subject_GND | (DE-588)4705956-4 (DE-588)4076370-5 |
| title | The art of R programming a tour of statistical software design |
| title_auth | The art of R programming a tour of statistical software design |
| title_exact_search | The art of R programming a tour of statistical software design |
| title_full | The art of R programming a tour of statistical software design by Norman Matloff |
| title_fullStr | The art of R programming a tour of statistical software design by Norman Matloff |
| title_full_unstemmed | The art of R programming a tour of statistical software design by Norman Matloff |
| title_short | The art of R programming |
| title_sort | the art of r programming a tour of statistical software design |
| title_sub | a tour of statistical software design |
| topic | Datenverarbeitung Statistik R Programm (DE-588)4705956-4 gnd Programmierung (DE-588)4076370-5 gnd |
| topic_facet | Datenverarbeitung Statistik R Programm Programmierung |
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