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Computational Statistics: An Introduction to R

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Suitable for a compact course or self-study, Computational Statistics: An Introduction to R illustrates how to use the freely available R software package for data analysis, statistical programming, and graphics. Integrating R code and examples throughout, the text only requires basic knowledge of statistics and computing.

This introduction covers one-sample analysis and distribution diagnostics, regression, two-sample problems and comparison of distributions, and multivariate analysis. It uses a range of examples to demonstrate how R can be employed to tackle statistical problems. In addition, the handy appendix includes a collection of R language elements and functions, serving as a quick reference and starting point to access the rich information that comes bundled with R.

Accessible to a broad audience, this book explores key topics in data analysis, regression, statistical distributions, and multivariate statistics. Full of examples and with a color insert, it helps readers become familiar with R.

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Instant Firebug Starter
Instant Firebug Starter

Monitor, edit, and debug any web page in real time with this handy practical guide

Overview

  • Learn something new in an Instant! A short, fast, focused guide delivering immediate results.
  • Modify HTML on the fly.
  • Profile and Debug JavaScript.
  • Change the look and...
Embedded Firmware Solutions: Development Best Practices for the Internet of Things
Embedded Firmware Solutions: Development Best Practices for the Internet of Things

Embedded Firmware Solutions is the perfect introduction and daily-use field guide--for the thousands of firmware designers, hardware engineers, architects, managers, and developers--to Intel’s new firmware direction (including Quark coverage), showing how to integrate Intel® Architecture designs into their...

How To Rock: The Ultimate Guide To Making It BIG In The Music Business
How To Rock: The Ultimate Guide To Making It BIG In The Music Business
There have been many books written, guides published, and free advice given by many people on what to do in order to have what you want in the music business. This is the first guide to the music business ever written that completes the true formula for success by explaining not only what you have to do, but also who you have...

At the Wilderness Edge: The Rise of the Antidevelopment Movement on Canada's West Coast (Volume 11)
At the Wilderness Edge: The Rise of the Antidevelopment Movement on Canada's West Coast (Volume 11)
Vancouver prides itself on being a green city, and the west coast is known for its active environmental protest culture. But the roots of this mentality reach far beyond the founding of organizations such as Greenpeace. Small campaigns led by local community groups from the 1960s onward left a lasting impact on the region. At the...
Information Trapping: Real-Time Research on the Web
Information Trapping: Real-Time Research on the Web
For a long time—and especially around 1994, when the World Wide Web was just getting its jumpstart—the Internet appeared to many as a vast pool of information just sitting in cyberspace. People who used the Internet for research “cast their nets” by entering queries into a search engine, and then pulled...
Deep Learning By Example: A hands-on guide to implementing advanced machine learning algorithms and neural networks
Deep Learning By Example: A hands-on guide to implementing advanced machine learning algorithms and neural networks

Grasp the fundamental concepts of deep learning using Tensorflow in a hands-on manner

Key Features

  • Get a first-hand experience of the deep learning concepts and techniques with this easy-to-follow guide
  • Train different types of neural networks using Tensorflow for...
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