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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 economies 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 R packages for text analysis, image manipulation, 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.
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 R packages for text analysis, image manipulation, 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.
"If a person really wants to be able to speak the R language and become a competent R programmer then . . . one can find no better guide than Norman Matloff's The Art of R Programming."
Joe Rickert, Revolution Analytics
"The book I'd recommend for someone wanting to learn R, especially for someone with more experience in programming than statistics."
John D. Cook, The Endeavor
"Good from cover to cover. Enough depth that the experienced R user will find useful things in the later chapters."
John Graham-Cumming
If you are serious about learning R . . . The Art of R Programming will be beneficial to you.
Paolo Sonego, One R Tip a Day
"Makes it look easy for those scientists who need to make numerical models based on statistical analysis. Serious stuff for people who are already R programmers, but it has a lot of value for entry level folks too."
Hank Campbell, Science 2.0
"If you need to do statistical work as a programmer I highly recommend buying it."
Bryan Bell, Math and More
"An R programming book that starts from the beginning. If you have at least a vague idea of what programming is, you should find The Art of R Programming useful. I m keeping this one."
Nathan Yau, FlowingData
Joe Rickert, Revolution Analytics
"The book I'd recommend for someone wanting to learn R, especially for someone with more experience in programming than statistics."
John D. Cook, The Endeavor
"Good from cover to cover. Enough depth that the experienced R user will find useful things in the later chapters."
John Graham-Cumming
If you are serious about learning R . . . The Art of R Programming will be beneficial to you.
Paolo Sonego, One R Tip a Day
"Makes it look easy for those scientists who need to make numerical models based on statistical analysis. Serious stuff for people who are already R programmers, but it has a lot of value for entry level folks too."
Hank Campbell, Science 2.0
"If you need to do statistical work as a programmer I highly recommend buying it."
Bryan Bell, Math and More
"An R programming book that starts from the beginning. If you have at least a vague idea of what programming is, you should find The Art of R Programming useful. I m keeping this one."
Nathan Yau, FlowingData