A first course in statistical programming with R:
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
New York, NY
Cambridge University Press
2016
|
| Edition: | Second edition |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Item Description: | Includes index |
| Physical Description: | xiv, 215 Seiten Diagramme 25 cm |
| ISBN: | 9781107576469 |
Staff View
MARC
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| 245 | 1 | 0 | |a A first course in statistical programming with R |c W. John Braun and Duncan J. Murdoch |
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Record in the Search Index
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| adam_text | Contents
1 Preface to the second edition page xi
Preface to the first edition xiii
1 Getting started 1
1.1 What is statistical programming? 1
1.2 Outline of this book 2
1.3 The R package 3
1.4 Why use a command line? 3
1.5 Font conventions 4
1.6 Installation of R and RStudio 4
1.7 Getting started in RStudio 5
1.8 Going further 6
2 Introduction to the R language . , 7
2.1 First steps 7
2.2 Basic features of R 11
2.3 Vectors in R 13
2.4 Data storage in R 22
2.5 Packages, libraries, and repositories 27
2.6 Getting help 28
2.7 Logical vectors and relational operators 34
2.8 Data frames and lists 37
2.9 Data input and output 43
3 1 Programming statistical graphics 49
3.1 High level plots 50
3.2 Choosing a high level graphic 62
3.3 Low level graphics functions 63
3.4 Other graphics systems 70
Vi I CONTENTS
.....
J
4 I Programming with R
4.1 Flow control
4.2 Managing complexity through functions
4.3 The replicate ( ) function
4.4 Miscellaneous programming tips
4.5 Some general programming guidelines
4.6 Debugging and maintenance
4.7 Efficient programming
5 I Simulation
5.1 Monte Carlo simulation
5.2 Generation of pseudorandom numbers
5.3 Simulation of other random variables
5.4 Multivariate random number generation
5.5 Markov chain simulation
5.6 Monte Carlo integration
5.7 Advanced simulation methods
6 Computational linear algebra
6.1 Vectors and matrices in R
6.2 Matrix multiplication and inversion
6.3 Eigenvalues and eigenvectors
6.4 Other matrix decompositions
6.5 Other matrix operations
7 ! Numerical optimization
7.1 The golden section search method
7.2 Newton—Raphson
7.3 The Nelder-Mead simplex method
7.4 Built-in functions
7.5 Linear programming
Appendix
Review of random variables and
distributions
Index
76
76
91
97
97
100
107
113
120
120
121
126
142
143
147
149
158
159
166
171
172
178
182
182
185
188
191
192
209
212
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| discipline | Informatik Wirtschaftswissenschaften |
| edition | Second edition |
| format | Book |
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| id | DE-604.BV043723776 |
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| indexdate | 2024-07-10T07:33:27Z |
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| isbn | 9781107576469 |
| language | English |
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| physical | xiv, 215 Seiten Diagramme 25 cm |
| publishDate | 2016 |
| publishDateSearch | 2016 |
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| publisher | Cambridge University Press |
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| spelling | Braun, W. John 1963- Verfasser (DE-588)13396440X aut A first course in statistical programming with R W. John Braun and Duncan J. Murdoch Second edition New York, NY Cambridge University Press 2016 xiv, 215 Seiten Diagramme 25 cm txt rdacontent n rdamedia nc rdacarrier Includes index R (Computer program language) Statistics / Data processing Datenverarbeitung Statistik R Programm (DE-588)4705956-4 gnd rswk-swf Statistik (DE-588)4056995-0 gnd rswk-swf Statistik (DE-588)4056995-0 s R Programm (DE-588)4705956-4 s DE-604 Murdoch, Duncan J. 1959- Verfasser (DE-588)1117735443 aut Digitalisierung UB Passau - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=029135794&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Braun, W. John 1963- Murdoch, Duncan J. 1959- A first course in statistical programming with R R (Computer program language) Statistics / Data processing Datenverarbeitung Statistik R Programm (DE-588)4705956-4 gnd Statistik (DE-588)4056995-0 gnd |
| subject_GND | (DE-588)4705956-4 (DE-588)4056995-0 |
| title | A first course in statistical programming with R |
| title_auth | A first course in statistical programming with R |
| title_exact_search | A first course in statistical programming with R |
| title_full | A first course in statistical programming with R W. John Braun and Duncan J. Murdoch |
| title_fullStr | A first course in statistical programming with R W. John Braun and Duncan J. Murdoch |
| title_full_unstemmed | A first course in statistical programming with R W. John Braun and Duncan J. Murdoch |
| title_short | A first course in statistical programming with R |
| title_sort | a first course in statistical programming with r |
| topic | R (Computer program language) Statistics / Data processing Datenverarbeitung Statistik R Programm (DE-588)4705956-4 gnd Statistik (DE-588)4056995-0 gnd |
| topic_facet | R (Computer program language) Statistics / Data processing Datenverarbeitung Statistik R Programm |
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