Software for Data Analysis: Programming with R

Springer Science & Business Media
2
Free sample

Although statistical design is one of the oldest branches of statistics, its importance is ever increasing, especially in the face of the data flood that often faces statisticians. It is important to recognize the appropriate design, and to understand how to effectively implement it, being aware that the default settings from a computer package can easily provide an incorrect analysis. The goal of this book is to describe the principles that drive good design, paying attention to both the theoretical background and the problems arising from real experimental situations. Designs are motivated through actual experiments, ranging from the timeless agricultural randomized complete block, to microarray experiments, which naturally lead to split plot designs and balanced incomplete blocks.
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Additional Information

Publisher
Springer Science & Business Media
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Published on
Jun 14, 2008
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Pages
500
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ISBN
9780387759364
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Language
English
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Genres
Computers / Mathematical & Statistical Software
Mathematics / General
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Content Protection
This content is DRM protected.
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Newton’s heretical yet equation-incisive writings on theology, spirituality, alchemy, and prophecy, written in secret alongside his Principia Mathematica

• Shows how Newton’s brilliance extended far beyond math and science into alchemy, spirituality, prophecy, and the search for lost continents such as Atlantis

• Explains how he was seeking to rediscover the one true religion that existed prior to the Flood of Noah, when science and spirituality were one

• Examines Newton’s alternate timeline of prehistory and his study of prophecy through the Book of Revelations, including his prediction of Apocalypse in the year 2060

Isaac Newton (1643-1727) is still regarded by the world as the greatest scientist who ever lived. He invented calculus, discovered the binomial theorem, explained the rainbow, built the first reflecting telescope, and explained the force of gravity. In his famous masterpiece, Principia Mathematica, he described the mechanics of the physical universe with unimagined precision, proving the cosmos was put together according to laws. The perfection of these laws implied a perfect legislator. To Newton, they were proof that God existed.

At the same time Newton was writing Principia Mathematica, he was writing a twin volume that he might have called, had it been completed, Principia Theologia--Principles of Theology. This other masterpiece of Newton, kept secret because of the heresies it contained, consists of thousands of essays providing equation-incisive answers to the spiritual questions that have plagued mankind through the ages. Examining Newton’s secret writings, John Chambers shows how his brilliance extended into alchemy, spirituality, the search for lost continents such as Atlantis, and a quest to uncover the “corrupted texts” that were rife in the Bibles of his time. Although he was a devout Christian, Newton’s work on the Bible was focused not on restoring the original Jewish and Christian texts but on rediscovering the one true religion that existed prior to the Flood of Noah, when science and spirituality were one.

The author shows that a single thread runs through Newton’s metaphysical explorations: He is attempting to chart the descent of man’s soul from perfection to the present day. The author also examines Newton’s alternate timeline of ancient history and his study of prophecy through the Book of Revelations, including his prediction of an Apocalypse in the year 2060 followed by a radically transformed world. He shows that Newton’s great hope was that these writings would provide a moral compass for humanity as it embarked upon the great enterprise that became our technological world.
With more than 200 practical recipes, this book helps you perform data analysis with R quickly and efficiently. The R language provides everything you need to do statistical work, but its structure can be difficult to master. This collection of concise, task-oriented recipes makes you productive with R immediately, with solutions ranging from basic tasks to input and output, general statistics, graphics, and linear regression.

Each recipe addresses a specific problem, with a discussion that explains the solution and offers insight into how it works. If you’re a beginner, R Cookbook will help get you started. If you’re an experienced data programmer, it will jog your memory and expand your horizons. You’ll get the job done faster and learn more about R in the process.

Create vectors, handle variables, and perform other basic functionsInput and output dataTackle data structures such as matrices, lists, factors, and data framesWork with probability, probability distributions, and random variablesCalculate statistics and confidence intervals, and perform statistical testsCreate a variety of graphic displaysBuild statistical models with linear regressions and analysis of variance (ANOVA)Explore advanced statistical techniques, such as finding clusters in your data

"Wonderfully readable, R Cookbook serves not only as a solutions manual of sorts, but as a truly enjoyable way to explore the R language—one practical example at a time."—Jeffrey Ryan, software consultant and R package author

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