2016

LR03: Residuals and RMSE

November 25, 2016 | intubate <||>, XBRL, bioPN, sbioPN, and stats with R

This is post #3 on the subject of linear regression, using R for computational demonstrations and examples. We cover here residuals (or prediction errors) and the RMSE of the prediction line. The first post in the series is LR01: Correlation. Acknowledgments: organization is extracted from: Freedman, Pisani, Purves, Statistics, 4th ed., ... [Read more...]

Accessing ensemble weather models with rNOMADS

November 24, 2016 | glossarch

Downloading a weather model and using it to predict stuff is all well and good – but what are the sources of error?  Specifically, how accurate is the atmospheric parametrization?   Luckily, NOMADS provides sets of models with slightly different initialization values.  The result is a set of realizations that captures the ...
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Measuring Gobbledygook

November 24, 2016 | Rstats on Julia Silge

In learning more about text mining over the past several months, one aspect of text that I’ve been interested in is readability. A text’s readability measures how hard or easy it is for a reader to read and understand what a text is saying; it depe... [Read more...]

Measuring Gobbledygook

November 24, 2016 | Julia Silge

In learning more about text mining over the past several months, one aspect of text that I’ve been interested in is readability. A text’s readability measures how hard or easy it is for a reader to read and understand what a text is saying; it depends on how ... [Read more...]

RcppExamples 0.1.8

November 24, 2016 | Thinking inside the box

A new version of the RcppExamples package is now on CRAN. The RcppExamples package provides a handful of short examples detailing by concrete working examples how to set up basic R data structures in C++. This version takes advantage of the updated d... [Read more...]

sampling by exhaustion

November 24, 2016 | xi'an

The riddle set by The Riddler of last week sums up as follows: Within a population of size N, each individual in the population independently selects another individual. All individuals selected at least once are removed and the process iterates until one or zero individual is left. What is the ...
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Happy Thanksgiving! (2016)

November 24, 2016 | David Smith

It's Thanksgiving day here in the US, so we're taking the rest of the week off to reflect on what we're thankful for. And even if you're not in the US, today is a great day to send thanks to the R Core Group for providing their dedication, time, and ... [Read more...]

Converting between common reference electrodes

November 24, 2016 | R on chepec

Reference electrode potentials Standard hydrogen electrode Calomel electrode Silver-silver chloride electrode The absolute potential scale Notes Convert to or from any* electrode scale Plotting the dataset A very simple interactive demo Bibliography SessionInfo References A quickly put-together post on the relationships between common electrochemical reference electrode potentials and the vacuum ...
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Putting data on maps using R: easier than ever

November 23, 2016 | nsaunders

Using R to add data to maps has been pretty straightforward for a few years now. That said, it seems easier than ever to do things like use map APIs (e.g. Google, Open Street Map), overlay quite complex data visualisations (e.g. “heatmap-style” densities) and even generate animations. A ...
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R Phone Home: Notifications with pushoverr

November 23, 2016 | Brian Connelly

There are a lot of times when it would be great if your computer talked to you. pushoverr allows you to send yourself or your group notifications from R. Instead of compulsively checking the status of a running job, you can just have R tell you when it’s done, ... [Read more...]

October Package Picks

November 23, 2016 | Joseph Rickert

by Joseph Rickert In my August Package Picks post, I explained that my selection criteria favor packages with vignettes. (I find skimming through a package’s vignettes to be an effective method of “grokking” what a package is all about.) I also questioned why a person would go to all ... [Read more...]

Declining sea ice in the Arctic

November 23, 2016 | Peter's stats stuff - R

A number of data visualisations are circulating showing the disturbing rise in temperature at the North Pole and drop in coverage of Arctic sea ice. The current level of interest is credited to a tweet from Zack Labe, whose Twitter page is a great sou... [Read more...]

Monty Python generator

November 22, 2016 | xi'an

By some piece of luck I came across a paper by the late George Marsaglia, genial contributor to the field of simulation, and Wai Wan Tang, entitled The Monty Python method for generating random variables. As shown by the below illustration, the concept is to flip the piece H outside ...
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