April 2019

R Studio Shortcuts and Tips

April 9, 2019 | Krzysztof Sprycha

How can you work faster in R Studio? Do you really want to know? In this article, I would like to share with you some of my favorite productivity features of R Studio along with their respective shortcuts. As well I will provide information about some other tools and techniques ...
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Natural Language Processing in R: Edit Distance

April 9, 2019 | Dr. Jack Davis

These are the notes for the second lecture in the unit on text processing. Some useful ideas like exact string matching and the definitions of characters and strings are covered in the notes of Natural Language Processing in R: Strings and Regular Expressions Edit distance, also called Levenshtein distance, is ...
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Learning and Teaching R | Get to the Plot

April 8, 2019 | Kenith Grey

As an experienced R user, I have seen numerous social media posts and perhaps even a few stackexchange requests over the years asking the question, “how do I learn R?”. This is a great question. A related one is, “how do I teach or coach R?” To the would-be student, ... [Read more...]

Analyse Site Structure networks with R and igraph

April 8, 2019 | Peter Prevos

One of the essential parts of Search Engine Optimisation (SEO) is a logical site structure. Site structure relates to how the pages of a website link to each other. A well-designed structure of internal links improves the user's experience. It also helps web crawlers to find their way through the ...
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Community Call – Security for R

April 8, 2019 | rOpenSci - open tools for open science

“Security” can be a daunting, scary, and (frankly) quite often a very boring topic. BUT!, we promise that this Community Call on May 7th will be informative, engaging, and enlightening (or, at least not boring)! Applying security best practices is essential not only for developers or sensitive data storage but ...
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Fast sampling support in dqrng

April 8, 2019 | Ralf Stubner

About half a year ago I wrote about dqsample providing a bias free alternative to base::sample(). Meanwhile this is mostly of historic interest, since the upcomming R release 3.6.0 will see an updated sampling algorithm. However, some of the techniques used in dqsample are now part of dqrng. Of course, ...
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Practical Data Science with R Book Update

April 8, 2019 | John Mount

A good friend shared with us a great picture of Practical Data Science with R, 1st Edition hanging out in Cambridge at the MIT Press Bookstore. This is as good an excuse as any to share a book update. Nina Zumel and I (John Mount) are busy revising chapters 10 and 11 ...
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Bayes vs. the Invaders! Part Two: Abnormal Distributions

April 8, 2019 | tealeaf

Crossing the Line This post continues our series on developing statistical models to explore the arcane relationship between UFO sightings and population. The previous post is available here: Bayes vs. the Invaders! Part One: The 37th Parallel. The simple linear model developed in the previous post is far from satisfying.... [Read more...]

A Permutation Test Regression Example

April 8, 2019 | Dave Giles

In a post last week I talked a bit about Permutation (Randomization) tests, and how they differ from the (classical parametric) testing procedure that we generally use in econometrics. I'm going to assume that you've read that post. (There may be a snap quiz at some point!) I promised that ...
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