1.1k citations · 1.3k across the 3 of their papers we have counts for
3 papers
stat.CO2015★ 1.1k cited
Programming with models: writing statistical algorithms for general model structures with NIMBLE
Perry de Valpine, Daniel Turek, Christopher J. Paciorek +3
We describe NIMBLE, a system for programming statistical algorithms for general model structures within R. NIMBLE is designed to meet three challenges: flexible model specification…
stat.OT2014★ 211 cited
Data Science in Statistics Curricula: Preparing Students to "Think with Data"
Johanna Hardin, Roger Hoerl, Nicholas J. Horton +1
A growing number of students are completing undergraduate degrees in statistics and entering the workforce as data analysts. In these positions, they are expected to understand how…
stat.CO2014★ 4 cited
Enhancing R with Advanced Compilation Tools and Methods
Duncan Temple Lang
I describe an approach to compiling common idioms in R code directly to native machine code and illustrate it with several examples. Not only can this yield significant performance…