January 2015

r4stats.com 2014 in review

January 13, 2015 | Bob Muenchen

The WordPress.com stats helper monkeys prepared a 2014 annual report for this blog. Here’s an excerpt: The Louvre Museum has 8.5 million visitors per year. This blog was viewed about 260,000 times in 2014. If it were an exhibit at … Continue reading → [Read more...]

Using and interpreting different contrasts in linear models in R

January 13, 2015 | grumble10

When building a regression model with categorical variables with more than two levels (ie “Cold”, “Freezing”, “Warm”) R is doing internally some transformation to be able to compute regression coefficient. What R is doing is that it is turning your categorical variables into a set of contrasts, this number of ...
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Extended Kalman filter example in R

January 13, 2015 | Markus Gesmann

Last week's post about the Kalman filter focused on the derivation of the algorithm. Today I will continue with the extended Kalman filter (EKF) that can deal also with nonlinearities. According to Wikipedia the EKF has been considered the de facto standard in the theory of nonlinear state estimation, navigation ...
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RcppGSL 0.2.3

January 12, 2015 | Thinking inside the box

A new version of RcppGSL is now on CRAN today. This package provides an interface from R to the GNU GSL using our Rcpp. Similar to the recent RcppClassic release, this update was triggered by the CRAN maintainers desire to keep the Makefile free of G... [Read more...]

Simulated Annealing Feature Selection

January 12, 2015 | Max Kuhn

As previously mentioned, caret has two new feature selection routines based on genetic algorithms (GA) and simulated annealing (SA). The help pages for the two new functions give a detailed account of the options, syntax etc. The package already has functions to conduct feature selection using simple filters as well ... [Read more...]

V8 version 0.4: console.log and exception handling

January 12, 2015 | Jeroen Ooms

V8 version 0.4 has appeared on CRAN. This version introduces several new console functions (console.log, console.warn, console.error) and two vignettes: Introduction to V8 for R Using NPM packages in V8 I will talk more about using NPM in another blog post this week. JavaScript Exceptions Starting V8 version 0.4 ...
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Join and set operations come to dplyr

January 12, 2015 | David Smith

The team at RStudio have just released an update to the immensely useful dplyr package, making it even more powerful for manipulating data frame data in R. The new 0.4.0 version adds new "verbs" to the syntax for mutating joins (left join, right join, etc.), filtering joins, and set operations (intersection ... [Read more...]

Introduction to programming econometrics with R

January 11, 2015 | Bruno Rodrigues

This semester, I’ll be teaching an introduction to applied econometrics with R, so I’ve decided to write a very small book called “Introduction to programming Econometrics with R”. This is primarily intended for bachelor students and the focus is not much on econometric theory, but more on how ... [Read more...]

rfoaas 0.1.1

January 11, 2015 | Thinking inside the box

A brand new and shiny version of rfoaas is now on CRAN. The rfoaas package provides an interface for R to the most excellent FOAAS service--which provides a modern, scalable and RESTful web service for the frequent need to tell someone to f$#@ off. T... [Read more...]

curl 0.4 bugfix release

January 10, 2015 | Jeroen Ooms

This week curl version 0.4 appeared on CRAN. This release fixes a memory bug that was introduced in the previous version, and which could under some circumstances crash your R session. The new version is well tested and super stable. If you are using this package, updating is highly recommended. What ...
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RcppClassic 0.9.6

January 10, 2015 | Thinking inside the box

A maintenance release of RcppClassic, now at version 0.9.6, went out to CRAN today. This package provides a maintained version of the otherwise deprecated first Rcpp API; no new projects should use it. No changes were in user-facing code. The Makevar... [Read more...]
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