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title
Looking at data
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A blog about statistics, probability, mathematics and data visualization.
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2026-02-26 11:13:19
raw text
Looking at data Looking at data A blog about statistics, probability, mathematics and data visualization. Tuesday, January 8, 2013 Speeding up R computations Pt III: parallelization In two previous posts, I have written about how you can speed up your R computations either by using strange notation and non-standard functions or by compiling your code . Last year my department bought a 64-core computational server, which allowed me to get some seriously improved performance by using parallelization. This post is about four insights that I've gained from my experiments with parallel programming in R. These are, I presume, pretty basic and well-known, but they are things that I didn't know before and at least the last two of them came as something of a surprise to me. I'll start this post by a very brief introduction to parallelization using the doMC package in R , in which I introduce a toy example with matrix inversions. I will however not go into detail about how t...
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