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Unit Testing in R

R is a statistical programming language, with a strong focus on mathematical operations. When writing code that is math-heavy, unit testing becomes very...

0 replies - 1416 views - 01/30/13 by Gary Sieling in Articles

Optimization in R

Optimization is a very common problem in data analytics.  Given a set of variables (which one has control), how to pick the right value such that...

0 replies - 917 views - 01/15/13 by Ricky Ho in Articles

R for Actuarial Science

As mentioned in the Appendix of Modern Actuarial Risk Theory, “R (and S) is the ‘lingua franca’ of data analysis and statistical computing, used in...

0 replies - 1282 views - 01/14/13 by Arthur Charpentier in Articles

Building a Statistical Significance Testing Web Service with R

R is a programming language focused on solving statistical and mathematical calculations. R programs often operate on large, in-memory data...

0 replies - 1813 views - 01/07/13 by Gary Sieling in Articles

Convert OpenStreetMap Objects to KML with R

A geo-quick-tip: With the osmar and maptools package you can easily pull an OpenStreetMap object and convert it to KML, like below...

0 replies - 1212 views - 01/04/13 by Kay Cichini in Articles

My 2012 Side Projects

ExtJS Sample codehttp://garysieling.com/blog/tag/extjsThroughout the year I wrote a couple dozen how-to samples of ExtJS code. This product seems to be poorly...

0 replies - 1820 views - 01/02/13 by Gary Sieling in Articles

Econometric Modeling in Finance and Insurance with the R Language

On February 15th, IFM2, the Institute of Financial Mathematics in Montréal will organize an (one day) Executive workshop on Econometric Modeling in...

0 replies - 1153 views - 12/21/12 by Arthur Charpentier in Articles

This is How John Deere Uses R

Statistical analysis helps many companies navigate the unsteady landscape of fulfillment and demand. Recently we ran across this seminar that explains how John...

0 replies - 3612 views - 12/12/12 by Eric Gregory in Articles

How to Save R Objects

Yesterday, Christopher asked me how to store an R object, to save some time, when working on the project. First, download the csv file for searches...

0 replies - 2167 views - 12/03/12 by Arthur Charpentier in Articles

Python for Data Analysis

I recommend using Python for data analysis, and I recommend Wes McKinney’s book Python for Data Analysis. I prefer Python to R for mathematical computing...

0 replies - 15806 views - 10/24/12 by John Cook in Articles

Using R — A Script Introduction to R

To many people, R is like the Everglades. They’ve heard of it, they know it’s big and has amazing treasures deep inside. Articles in the media can make it...

0 replies - 2506 views - 10/22/12 by Jonathan Callahan in Articles

An R Graph with Two Y-Axes

I’ve been asked how to do this sev­eral times, so I thought it might help to put an exam­ple online.x <- 1:5 y1 <- rnorm(5) y2 <-...

0 replies - 2567 views - 10/16/12 by Rob J Hyndman in Articles

Why Every Statistician Should Know About Cross-​​Validation

Sur­pris­ingly, many sta­tis­ti­cians see cross-​​validation as some­thing data min­ers do, but not a core sta­tis­ti­cal tech­nique....

0 replies - 2263 views - 10/14/12 by John Cook in Articles

Beta Inequalities in R

Someone asked me yesterday for R code to compute the probability P(X > Y + δ) where X and Y are independent beta random variables. I’m posting the...

0 replies - 2240 views - 10/13/12 by John Cook in Articles

Constants and ARIMA Models in R

This post is from my new book Fore­cast­ing: prin­ci­ples and prac­tice, avail­able freely online at OTexts​.com/fpp/. A non-​​seasonal ARIMA...

0 replies - 2581 views - 10/09/12 by Rob J Hyndman in Articles