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Author Archives: bpkent
Installing Rpy2 in Linux Mint
While installing Rpy2 on Linux Mint 17, I ran into the same problem described here. This was apparently a StackOverflow question at some point, but it was removed for some reason. Here’s my solution. R version: 3.0.2 Python version: 2.7.6 … Continue reading
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Implementing the ChaudhuriDasgupta density cluster tree
A few months ago Siva Balakrishnan wrote a nice post on Larry Wasserman’s blog about the ChaudhuriDasgupta algorithm for estimating a density cluster tree. The method, which is described in a NIPS 2010 paper “Rates of convergence for the cluster … Continue reading
Posted in python, research
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Getting started with statistical computing in Python
The world hardly needs yet another tutorial on statistical computing with Python, but I made one for a live demo and I might as well post it. Also, the IPython Notebook makes me happy. http://nbviewer.ipython.org/urls/raw.github.com/papayawarrior/public_talks/master/statBytespython.ipynb In a very loose sense, … Continue reading
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tapply in Python
tapply is a super convenient function in R for computing statistics on a “ragged array”. It lets you separate a dataset into groups based on a categorial variable, then compute any function you want on each group. Suppose we have … Continue reading
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Stat programming workshop – tutorial for a very simple R choropleth map
Eye candy is the best way to get your poster noticed at a conference and choropleth maps are some of the tastiest morsels. Here’s a quick tutorial on how to make one in R. It’s not a beginner topic, so … Continue reading
Posted in teaching
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Stat programming workshop – week 6 tasks
April 2013 update: this post is part 6 of 6 that were designed to help beginning R programmers get up and running with some simple data analyses. They were originally private for a specific course in Summer 2012, but they’re … Continue reading
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Stat programming workshop – week 5 tasks
April 2013 update: this post is part 5 of 6 that were designed to help beginning R programmers get up and running with some simple data analyses. They were originally private for a specific course in Summer 2012, but they’re … Continue reading
Posted in teaching
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