April 2016

RcppCCTZ 0.0.4

April 17, 2016 | Thinking inside the box

A few days ago a new upstream version "2.0" of CCTZ was released. See here for the corresponding post on the Google OpenSource Blog. CCTZ is a C++ library for translating between absolute and civil times using the rules of a time zone. It requires only a proper C++11 compiler and ... [Read more...]

How I Learned to Stop Worrying and Love R CMD Check

April 17, 2016 | Julia Silge

Last week, I officially became the maintainer of a CRAN package! My package for the texts of Jane Austen’s 6 completed, published novels, janeaustenr, was released on CRAN and my Twitter feed was filled with congratulatory Jane Austen GIFs. I think this might be my favorite. .@juliasilge *clears schedule**opens @...
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Improved vtreat documentation

April 17, 2016 | John Mount

Nina Zumel has donated some time to greatly improve the vtreat R package documentation (now available as pre-rendered HTML here). vtreat is an R data.frame processor/conditioner package that helps prepare real-world data for predictive modeling in a statistically justifiable manner. Even with modern machine learning techniques (random forests, ...
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(ggplot2) Exercising with (ggalt) dumbbells

April 17, 2016 | hrbrmstr

I follow the most excellent Pew Research folks on Twitter to stay in tune with what’s happening (statistically speaking) with the world. Today, they tweeted this excerpt from their 2015 Global Attitudes survey: The age gap in social media use around the world https://t.co/0Dq1PcbExG pic.twitter....
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A new default plot for multivariate dispersions

April 17, 2016 | Gavin L. Simpson

This weekend, prompted by a pull request from Michael Friendly, I finally got round to improving the plot method for betadisper() in the vegan package. betadisper() is an implementation of Marti Anderson’s Permdisp method, a multivariate analogue of Levene’s test for homogeneity of variances. In improving the default ...
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A new default plot for multivariate dispersions

April 17, 2016 | Gavin L. Simpson

This weekend, prompted by a pull request from Michael Friendly, I finally got round to improving the plot method for betadisper() in the vegan package. betadisper() is an implementation of Marti Anderson’s Permdisp method, a multivariate analogue of Levene’s test for homogeneity of variances. In improving the default ... [Read more...]

Creating and Tweaking Bubble Chart with ggplot2

April 16, 2016 | Gregory Kanevsky

This article will take us step-by-step over incremental changes to produce a bubble chart using ggplot2 that looks like this:We'll encounter the plot above once again at the very end after explaining each step with code changes and observing intermediate plots. Without getting into details what it means (curios ...
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On the growth of CRAN packages

April 15, 2016 | Andrie de Vries

by Andrie de Vries Every once in a while somebody asks me how many packages are on CRAN. (More than 8,000 in April, 2016). A year ago, in April 2015, there were ~6,200 packages on CRAN. This poses a second question: what is the historical growth of CRAN packages? One source of information is ... [Read more...]

Optional stopping does not bias parameter estimates (if done correctly)

April 15, 2016 | FelixS

tl;dr: Optional stopping does not bias parameter estimates from a frequentist point of view if all studies are reported (i.e., no publication bias exists) and effect sizes are appropriately meta-analytically weighted. Several recent discussions on the Psychological Methods Facebook group surrounded the question whether an optional stopping procedure ... [Read more...]

R benchmark for High-Performance Analytics and Computing (I)

April 14, 2016 | DanDan Zhang

  Objectives of Experiments R is more and more popular in various fields, including the high-performance analytics and computing (HPAC) fields. Nowadays, the architecture of HPC system can be classified as pure CPU system, CPU + Accelerators (GPGPU/FPGA) heterogeneous system, CPU + Coprocessors system. In software side, high performance scientific libraries, such ... [Read more...]

Are Subscription Sources More Accurate?

April 14, 2016 | Dennis Andersen

Introduction In this article, we examine whether there are advantages to paying for subscription fantasy football projections. We tested whether projections from subscription sources have higher accuracy than projections from free, publicly[...] The post Are Subscription Sources More Accurate? appeared first on Fantasy Football Analytics. [Read more...]
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