Slice has a nice writeup of a paper I wrote performing a statistical analysis of New York City.  The article is nicely written and distills the analysis to the parts people will care about.  See here for the corresponding PowerPoint presentation.

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Jared Lander is the Chief Data Scientist of Lander Analytics a New York data science firm, Adjunct Professor at Columbia University, Organizer of the New York Open Statistical Programming meetup and the New York and Washington DC R Conferences and author of R for Everyone.