[Télécharger] R for Everyone: Advanced Analytics and Graphics (Addison-Wesley Data & Analytics Series) (English Edition) de Jared P. Lander Pdf Epub

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Télécharger "R for Everyone: Advanced Analytics and Graphics (Addison-Wesley Data & Analytics Series) (English Edition)" de Jared P. Lander Pdf Epub


Auteur : Jared P. Lander
Catégorie : Boutique Kindle,Ebooks Kindle,Ebooks en langues étrangères
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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, Second Edition, 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, manipulation, and visualization; 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. After all this you’ll make your code reproducible with LaTeX, RMarkdown, and Shiny.   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 Explore R, RStudio, and R packages Use R for math: variable types, vectors, calling functions, and more Exploit data structures, including data.frames, matrices, and lists Read many different types of data Create attractive, intuitive statistical graphics Write user-defined functions Control program flow with if, ifelse, and complex checks Improve program efficiency with group manipulations Combine and reshape multiple datasets Manipulate strings using R’s facilities and regular expressions Create normal, binomial, and Poisson probability distributions Build linear, generalized linear, and nonlinear models Program basic statistics: mean, standard deviation, and t-tests Train machine learning models Assess the quality of models and variable selection Prevent overfitting and perform variable selection, using the Elastic Net and Bayesian methods Analyze univariate and multivariate time series data Group data via K-means and hierarchical clustering Prepare reports, slideshows, and web pages with knitr Display interactive data with RMarkdown and htmlwidgets Implement dashboards with Shiny Build reusable R packages with devtools and Rcpp Register your product at informit.com/register for convenient access to downloads, updates, and corrections as they become available.

Télécharger R for Everyone: Advanced Analytics and Graphics (Addison-Wesley Data & Analytics Series) (English Edition) de Jared P. Lander Pdf Ebook


R for Everyone - pearsoncmg ~ R for Everyone Advanced Analytics and Graphics Jared P. Lander Upper Saddle River, NJ • Boston • Indianapolis • San Francisco New York • Toronto • Montreal • London • Munich • Paris • Madrid Capetown • Sydney • Tokyo • Singapore • Mexico City. Many of the designations used by manufacturers and sellers to distinguish their products are claimed as trademarks. Where .

Lander, R for Everyone: Advanced Analytics and Graphics ~ Jared P. Lander is the Chief Data Scientist of Lander Analytics, a New York-based data science firm that specializes in statistical consulting and training services; the organizer of the New York Open Statistical Programming Meetup—the world’s largest R meetup—and the New York R Conference; and an adjunct professor of statistics at Columbia University.

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R for Everyone: Advanced Analytics and Graphics / InformIT ~ R for Everyone: Advanced Analytics and Graphics By Jared P. Lander; Published . Advanced Data Structures 53. 5.1 dataames 53. 5.2 Lists 61. 5.3 Matrices 68. 5.4 Arrays 71. 5.5 Conclusion 72 . Chapter 6: Reading Data into R 73. 6.1 Reading CSVs 73. 6.2 Excel Data 74. 6.3 Reading from Databases 75. 6.4 Data from Other Statistical Tools 77. 6.5 R Binary Files 77. 6.6 Data Included with R 79 .

R for Everyone: Advanced Analytics and Graphics, 2nd ~ R for Everyone: Advanced Analytics and Graphics, 2nd Edition By Jared P. Lander; Published Jun 8, 2017 by Addison-Wesley Professional. Part of the Addison-Wesley Data & Analytics Series series. Best Value Purchase. Book + eBook Bundle . Your Price: $48.59; List Price: $80.98; Includes EPUB, MOBI, and PDF; About eBook Formats; This eBook includes the following formats, accessible from your .

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