27 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- The University of QueenslandAU4 papers
- Stanford UniversityUS3 papers
- Allen Institute for Cell ScienceUS2 papers
- ARC Centre of Excellence in Advanced Molecular ImagingAU2 papers
- Broad InstituteUS2 papers
- European Molecular Biology LaboratoryDE2 papers
- Frederick National Laboratory for Cancer ResearchUS2 papers
- Heidelberg UniversityDE2 papers
- KTH Royal Institute of TechnologySE2 papers
- La Trobe UniversityAU2 papers
- Monash UniversityAU2 papers
- National Institute of Standards and TechnologyUS2 papers
Showing 2016Show all
2 papers · 1 filter
stat.AP2016
A globally convergent algorithm for lasso-penalized mixture of linear regression models
Luke R. Lloyd-Jones, Hien D. Nguyen, Geoffrey J. McLachlan
Variable selection is an old and pervasive problem in regression analysis. One solution is to impose a lasso penalty to shrink parameter estimates toward zero and perform continuou…
stat.ME2016
Spatial Clustering of Time-Series via Mixture of Autoregressions Models and Markov Random Fields
Hien D Nguyen, Geoffrey J McLachlan, Jeremy F P Ullmann +1
Time-series data arise in many medical and biological imaging scenarios. In such images, a time-series is obtained at each of a large number of spatially-dependent data units. It i…