R for Everyone: Advanced Analytics and Graphics

Jared P Lander

181 valoraciones de Goodreads

Idioma: inglés

Editorial: Pearson Education (US), 2013

0321888030 / 9780321888037

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Librería: World of Books (was SecondSale), Montgomery, IL, Estados Unidos de AmericaWorld of Books (was SecondSale)

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Descripción del artículo del vendedor

Statistical Computation for Programmers, Scientists, Quants, Excel Users, and Other Professionals Using the open source R language, you can build powerful statistical models to answer many of your most challenging questions. R has traditionally been difficult for non-statisticians to learn, and most R books assume far too much knowledge to be of help. R for Everyone is the solution. Drawing on his unsurpassed experience teaching new users, professional data scientist Jared P. Lander has written the perfect tutorial for anyone new to statistical programming and modeling. Organized to make learning easy and intuitive, this guide focuses on the 20 percent of R functionality you?ll need to accomplish 80 percent of modern data tasks. Lander?s self-contained chapters start with the absolute basics, offering extensive hands-on practice and sample code. You?ll download and install R; navigate and use the R environment; master basic program control, data import, and manipulation; and walk through several essential tests. Then, building on this foundation, you?ll construct several complete models, both linear and nonlinear, and use some data mining techniques. By the time you?re done, you won?t just know how to write R programs, you?ll be ready to tackle the statistical problems you care about most.   COVERAGE INCLUDES ? Exploring R, RStudio, and R packages ? Using R for math: variable types, vectors, calling functions, and more ? Exploiting data structures, including data.frames, matrices, and lists ? Creating attractive, intuitive statistical graphics ? Writing user-defined functions ? Controlling program flow with if, ifelse, and complex checks ? Improving program efficiency with group manipulations ? Combining and reshaping multiple datasets ? Manipulating strings using R?s facilities and regular expressions ? Creating normal, binomial, and Poisson probability distributions ? Programming basic statistics: mean, standard deviation, and t-tests ? Building linear, generalized linear, and nonlinear models ? Assessing the quality of models and variable selection ? Preventing overfitting, using the Elastic Net and Bayesian methods ? Analyzing univariate and multivariate time series data ? Grouping data via K-means and hierarchical clustering ? Preparing reports, slideshows, and web pages with knitr ? Building reusable R packages with devtools and Rcpp ? Getting involved with the R global community.…

N° de ref. del artículo 00093444801

Título
R for Everyone: Advanced Analytics and Graphics
Autor
Jared P Lander
Editorial
Pearson Education (US)
Año de publicación
2013
Estado
Good
Encuadernación
Paperback
Idioma
inglés
ISBN 10
0321888030
ISBN 13
9780321888037

World of Books (was SecondSale)

Montgomery, IL, Estados Unidos de America

Vendedor de 5 estrellas

Vendedor de IberLibro desde 20 de diciembre de 2007

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ArtículoDe 4 a 12 días hábilesDe 3 a 6 días hábiles
Primer artículoEUR 0,00EUR 9,76
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Founded in 2002, World of Books is a leading online destination for buying and selling both preloved and new books, committed to making sustainable reading accessible to all. With a mission to help people read more and waste less, World of Books offers a huge range of affordable, high-quality books — giving both new and preloved titles a second life. The company also operates World of Books – Sell Your Books, an easy-to-use platform that allows customers to trade in unwanted books for cash, helping to keep books in circulation while promoting sustainability. As a Certified B Corp, World of Books is driven by a vision to become the world’s largest and most sustainable dedicated online bookstore. The company measures its success through the positive environmental impact it creates, the value it provides to customers, and its ability to operate profitably while supporting its sustainable mission …

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