3 citations · 4 across the 5 of their papers we have counts for
6 papers
A Statistical Method for Identifying Areas of High Mobility Applied to Commuting Data for the Country of New Zealand
Michael J. Kane, Owais Gilani, Simon Urbanek
Human mobility describes physical patterns of movement of people within a spatial system. Many of these patterns, including daily commuting, are cyclic and quantifiable. These patt…
On the Programmatic Generation of Reproducible Documents
Michael J. Kane, Simon Urbanek
Reproducible document standards, like R Markdown, facilitate the programmatic creation of documents whose content is itself programmatically generated. While these documents are ge…
Distributions of Human Exposure to Ozone During Commuting Hours in Connecticut using the Cellular Device Network
Owais Gilani, Simon Urbanek, Michael J. Kane
Epidemiologic studies have established associations between various air pollutants and adverse health outcomes for adults and children. Due to high costs of monitoring air pollutan…
iotools: High-Performance I/O Tools for R
Taylor Arnold, Michael Kane, Simon Urbanek
The iotools package provides a set of tools for Input/Output (I/O) intensive datasets processing in R (R Core Team, 2014). Efficent parsing methods are included which minimize copy…
Scatter Matrix Concordance: A Diagnostic for Regressions on Subsets of Data
Michael J. Kane, Bryan Lewis, Sekhar Tatikonda +1
Linear regression models depend directly on the design matrix and its properties. Techniques that efficiently estimate model coefficients by partitioning rows of the design matrix…
Earthquakes, Hurricanes, and Mobile Communication Patterns in the New York Metro Area: Collective Behavior during Extreme Events
Christopher Small, Richard Becker, Ramón Cáceres +1
We use wireless voice-call and text-message volumes to quantify spatiotemporal communication patterns in the New York Metro area before, during, and after the Virginia earthquake a…