July 2018

Updating R on Ubuntu

July 8, 2018 | R on datawookie

Today I finally got around to updating my R to 3.5 (or, more specifically, 3.5.1). The complete instructions for doing the update on Ubuntu are available here. I’ve paraphrased them below. Authentication Key To ensure the integrity of files, add the appropriate public key to your system. You may have already ... [Read more...]

Writing Pipe-friendly Functions

July 8, 2018 | William Doane

Pipes have been a fundamental aspect of computer programming for many decades. In short, the semantics of pipes can be thought of as taking the output from the left-hand side and passing it as input to the right-hand side. For example, in a linux shell, you might cat example.txt | ... [Read more...]

R for trial and model-based cost-effectiveness analysis

July 8, 2018 | R on Gianluca Baio

11 July 2018, University College London Venue: Room G13 in 1-19 Torrington Place, University College London, United Kingdom. Background and objectives This one-day workshop on the use of R for trial and model-based cost-effectiveness analysis (CEA) is jointly organised by a consortium of researchers at various institutions (UCL, University of York, University ...
[Read more...]

R for trial and model-based cost-effectiveness analysis

July 8, 2018 | R on Gianluca Baio

11 July 2018, University College London Venue: Room G13 in 1-19 Torrington Place, University College London, United Kingdom. Background and objectives This one-day workshop on the use of R for trial and model-based cost-effectiveness analysis (CEA) is jointly organised by a consortium of researchers at various institutions (UCL, University of York, University ...
[Read more...]

Solver Interfaces in CVXR

July 8, 2018 | R Views

Introduction In our previous blog post, we introduced CVXR, an R package for disciplined convex optimization. The package allows one to describe an optimization problem with Disciplined Convex Programming rules using high level mathematical syntax. Passing this problem definition along (with a list of constraints, if any) to the solve ... [Read more...]

a thread to bin them all [puzzle]

July 8, 2018 | xi'an

The most recent riddle on the Riddler consists in finding the shorter sequence of digits (in 0,1,..,9) such that all 10⁴ numbers between 0 (or 0000) and 9,999 can be found as a group of consecutive four digits. This sequence is obviously longer than 10⁴+3, but how long? On my trip to Brittany last weekend, […]
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World Income, Inequality and Murder

July 8, 2018 | Theory meets practice...

Abstract: We follow up on last weeks post on using Gapminder data to study the world's income distribution. In order to assess the inequality of the distribution we compute the Gini coefficient for the world's income distribution by Monte Carlo approximation and visualize the result as a time series. Furthermore, ... [Read more...]

Statistics Sunday: Mixed Effects Meta-Analysis

July 8, 2018 | Unknown

As promised, how to conduct mixed effects meta-analysis in R:Code used in the video is available here. And I'd recommend the following posts to provide background for this video:What is meta-analysis?Introduction to effect sizesVariance and weights in ... [Read more...]

Statistics Sunday: Mixed Effects Meta-Analysis

July 8, 2018 |

As promised, how to conduct mixed effects meta-analysis in R:Code used in the video is available here. And I'd recommend the following posts to provide background for this video:What is meta-analysis?Introduction to effect sizesVariance and weights in ... [Read more...]

The %notin% operator

July 8, 2018 | kaijagahm

Problem I keep forgetting how to select all elements of an object except a few, by name. I get the ! operator confused with the - operator and I find both of them less than intuitive to use. How can I negate the %in% operator? Context I have a data frame ... [Read more...]

Speed up your R Work

July 8, 2018 | John Mount

Introduction In this note we will show how to speed up work in R by partitioning data and process-level parallelization. We will show the technique with three different R packages: rqdatatable, data.table, and dplyr. The methods shown will also work with base-R and other packages. For each of the ...
[Read more...]

Convolutional Neural Networks in R

July 8, 2018 | Francisco Lima

Last time I promised to cover the graph-guided fused LASSO (GFLASSO) in a subsequent post. In the meantime, I wrote a GFLASSO R tutorial for DataCamp that you can freely access here, so give it a try! The plan here is to experiment with convolutional neural networks (CNNs), a form ...
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