The Art of R Programming by Norman Matloff (Paperback Book)
No Starch Press,US
Master statistical software development with 'The Art of R Programming' by Norman Matloff. This comprehensive guide takes you from basic R concepts to advanced programming techniques, empowering you to analyze data, create visualizations, and optimize code. Suitable for all skill levels, from hobbyists to professionals, this book teaches you how to leverage R for diverse applications, from scientific research to financial modeling. Key Features: * Covers fundamental R types and data structures. * Explores advanced topics like closures, recursion, and anonymous functions. * Demonstrates functional and object-oriented programming in R. * Provides guidance on creating insightful data visualizations. * Teaches efficient coding practices, including vectorization and parallel R. * Includes methods for interfacing R with C/C++ and Python. * Offers insights into finding and using R packages for various tasks. * Details advanced debugging techniques. Whether you're a data scientist, researcher, or simply looking to harness the power of statistical computing, 'The Art of R Programming' is an essential resource for effectively managing and interpreting complex datasets.
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