02427cam a22002175i 4500
161128t2016nyua 001 0 eng d
9781107576469
519.502855133
B7F4-2016
Braun, John
338164
A first course in statistical programming with R
2nd ed.
Cambridge
Cambridge University Press
2016
xiv, 215 p.
Table of Contents
1. Getting started
2. Introduction to the R language
3. Programming statistical graphics
4. Programming with R
5. Simulation
6. Computational linear algebra
7. Numerical optimization
Appendix. Review of random variables and distributions
Index.
This new color edition of Braun and Murdoch's bestselling textbook integrates use of the RStudio platform and adds discussion of newer graphics systems, extensive exploration of Markov chain Monte Carlo, expert advice on common error messages, motivating applications of matrix decompositions, and numerous new examples and exercises. This is the only introduction needed to start programming in R, the computing standard for analyzing data. Co-written by an R core team member and an established R author, this book comes with real R code that complies with the standards of the language. Unlike other introductory books on the R system, this book emphasizes programming, including the principles that apply to most computing languages, and techniques used to develop more complex projects. Solutions, datasets, and any errata are available from the book's website. The many examples, all from real applications, make it particularly useful for anyone working in practical data analysis.
Self-contained and accessible to anyone familiar with university-level calculus
The basics of R syntax and statistical graphics are explained with real R code
Programming ideas, including good, efficient style and debugging, are introduced
Applications in simulation and optimization as well as numerical linear algebra are discussed.
http://admin.cambridge.org/hu/academic/subjects/statistics-probability/computational-statistics-machine-learning-and-information-sc/first-course-statistical-programming-r-2nd-edition?format=PB
Computer program language
55638
Statistics
338165
Data processing
41100
Murdoch, Duncan James
338166
BK
205101
205101
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ddc
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519_502855133000000_B7F42016
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NFIC
344342
VSL
VSL
GEN
2016-12-07
12
2132.88
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519.502855133 B7F4-2016
193325
2021-06-22
2021-03-20
2021-03-20
2666.11
BK