50 citations
- Statistical Research (United States)US25 papers
- Duke UniversityUS7 papers
- Royal Statistical SocietyGB6 papers
- University College LondonGB5 papers
- Cornell UniversityUS3 papers
- University of CambridgeGB3 papers
- University of TorontoCA3 papers
- University of MichiganUS2 papers
- Australian Mathematical Sciences InstituteAU1 paper
- Australian National UniversityAU1 paper
- Avon (United States)US1 paper
- Broad InstituteUS1 paper
7 papers · 1 filter
Stability and Localization of inter-individual differences in functional connectivity
Raag D. Airan, Joshua T. Vogelstein, Jay J. Pillai +3
Much recent attention has been paid to quantifying anatomic and functional neuroimaging on the individual subject level. For optimal individual subject characterization, specific a…
Parallelizing MCMC with Random Partition Trees
Xiangyu Wang, Fangjian Guo, Katherine A. Heller +1
The modern scale of data has brought new challenges to Bayesian inference. In particular, conventional MCMC algorithms are computationally very expensive for large data sets. A pro…
Fast exact summation using small and large superaccumulators
Radford M. Neal
I present two new methods for exactly summing a set of floating-point numbers, and then correctly rounding to the nearest floating-point number. Higher accuracy than simple summati…
Representing numeric data in 32 bits while preserving 64-bit precision
Radford M. Neal
Data files often consist of numbers having only a few significant decimal digits, whose information content would allow storage in only 32 bits. However, we may require that arithm…
Model Choice and Diagnostics for Linear Mixed-Effects Models Using Statistics on Street Corners
Adam Loy, Heike Hofmann, Dianne Cook
The complexity of linear mixed-effects (LME) models means that traditional diagnostics are rendered less effective. This is due to a breakdown of asymptotic results, boundary issue…
Detection of Planted Solutions for Flat Satisfiability Problems
Quentin Berthet, Jordan S. Ellenberg
We study the detection problem of finding planted solutions in random instances of flat satisfiability problems, a generalization of boolean satisfiability formulas. We describe th…