228 search results for "knitr"

Making matrices with zeros and ones

August 30, 2012
By

So I was trying to figure out a fast way to make matrices with randomly allocated 0 or 1 in each cell of the matrix. I reached out on Twitter, and got many responses (thanks tweeps!). Here is the solution I came up with. See if you can tell why it...

Read more »

Generate simple HTML slides using deck.js and markdown

August 29, 2012
By

RStudio and knitr are an excellent conbination for generating dynamic reports. But in this blog, I will show you how to generate HTML-style presentaion using R only. OK, I confess that we still need something else: deck.js and markdown and R.utils. ...

Read more »

Setting Up the Development Version of R

August 28, 2012
By

My coworkers at Fred Hutchinson regularly use the development version of R (i.e., R-devel) and have urged me to do the same. This post details how I have set up the development version of R on our Linux server, which I use remotely because it is much faster than my Mac.

First, I downloaded the R-devel source into ~/local/, which...

Read more »

Custom CSS for HTML generated using RStudio

August 26, 2012
By
Custom CSS for HTML generated using RStudio

People have been telling me for a while that the latest version of RStudio, the IDE for R, is a great way to generate reports. I finally got around to trying it out and for once, the hype is justified. Start with this excellent tutorial from Jeremy Anglim. Briefly: the process is not so different

Read more »

Open Research Data Processes: KMi Crunch – Hosted RStudio Analytics Environment

August 23, 2012
By
Open Research Data Processes: KMi Crunch – Hosted RStudio Analytics Environment

One of the possible barriers to widespread adoption of open notebook science is knowing where to start. Video reports of lab experiments hosted on Youtube can be easily embedded in a hosted WordPress blog; a MediaWiki wiki can be used to provide one page per experiment, with change tracking/history on each page and a shadow

Read more »

ggplot2 maps with insets

August 22, 2012
By
ggplot2 maps with insets

Here's a quick demo of creating a map with an inset within it using ggplot. The inset is achieved using the gridExtra package. Install libraries, set directory, read file setwd("/Users/ScottMac/Dropbox/CANPOLIN_networks_ms/data") # change ...

Read more »

Creating beautiful reports from R with knitr

August 21, 2012
By
Creating beautiful reports from R with knitr

People use the R language every day to create the elements of reports: tables, charts, analyses, and forecasts. But assembling all of that information into a print-ready document laid out with text can a hassle. You can cut-and-paste all of the elements into Word, but then what do you do when the data file gets updated at the last...

Read more »

Mid-August flotsam

August 20, 2012
By
Mid-August flotsam

Reached mid-semester point, with quite a few new lectures to prepare. Nothing extremely complicated but, as always, the tricky part is finding a way to make it meaningful and memorable. Sometimes, and this is one of those times, I sound … Continue reading

Read more »

read raster data in parallel

August 18, 2012
By
read raster data in parallel

Use library(parallel) to read raster data in parallel fashion

Use library(parallel) to read raster data in parallel fashion

Recently, I have been doing some analysis for a project I am involved in. In particular, I was...

Read more »

The Statistical Sleuth (second edition) in R

August 14, 2012
By
The Statistical Sleuth (second edition) in R

For those of you who teach, or are interested in seeing an illustrated series of analyses, there is a new compendium of files to help describe how to fit models for the extended case studies in the Second Edition of the Statistical Sleuth: A Course in...

Read more »