RStudio for R Statistical Computing Cookbook

Description:

keywords:network security analysis,application of numerical analysis,software analysis techniques,quantitative analysis software,online finite element analysis,

54 useful and practical tasks to improve working systems
Includes optimizing performance and reliability or uptime, reporting, system management tools, interfacing to standard data ports, and so on
Offers 10-15 real-life, practical improvements for each user type

Book Description

The requirement of handling complex datasets, performing unprecedented statistical analysis, and providing real-time visualizations to businesses has concerned statisticians and analysts across the globe. RStudio is a useful and powerful tool for statistical analysis that harnesses the power of R for computational statistics, visualization, and data science, in an integrated development environment.

This book is a collection of recipes that will help you learn and understand RStudio features so that you can effectively perform statistical analysis and reporting, code editing, and R development. The first few chapters will teach you how to set up your own data analysis project in RStudio, acquire data from different data sources, and manipulate and clean data for analysis and visualization purposes. You'll get hands-on with various data visualization methods using ggplot2, and you will create interactive and multidimensional visualizations with D3.js. Additional recipes will help you optimize your code implement various statistical models to manage large datasets perform text analysis and predictive analysis and master time series analysis, machine learning, forecasting and so on. In the final few chapters, you'll learn how to create reports from your analytical application with the full range of static and dynamic reporting tools that are available in RStudio so that you can effectively communicate results and even transform them into interactive web applications.

keywords:network security analysis,application of numerical analysis,software analysis techniques,quantitative analysis software,online finite element analysis,

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eBook Details:
Category: Programming
Author: Andrea Cirillo
Language: English
ISBN10: 1784391034
ISBN13: 9781784391034
Pages: 253
PubDate: 2016-05-05 00:00:00
UploadDate: 5/4/2016 10:53:06 am

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