[ArXiv] 1st week, Feb. 2008
Review papers on Bayesian hierarchical modeling and LAR (least angle regression) appeared in this week’s stat arXiv and in addition to interesting astro-ph papers.
A review paper on LASSO and LAR: [stat.ME:0801.0964] T. Hesterberg et.al.
Least Angle and L1 Regression: A Review
Model checking for Bayesian hierarchical modeling: [stat.ME:0802.0743] M. J. Bayarri, M. E. Castellanos
Bayesian Checking of the Second Levels of Hierarchical Models
- [astro-ph:0802.0042] Y. Kubo
Statistical Models for Solar Flare Interval Distribution in Individual Active Regions (it discusses AIC) - [astro-ph:0802.0131] J.Bobin, J-L Starck and R. Ottensamer
Compressed Sensing in Astronomy - [astro-ph:0802.0387] J. Gaite
Geometry and scaling of cosmic voids - [astro-ph:0802.0400] R. Vio & P. Andreani
A Modified ICA Approach for Signal Separation in CMB Maps - [astro-ph:0802.0498] V. Balasubramanian, K. Larjo and R. Sheth
Experimental design and model selection: The example of exoplanet detection - [astro-ph:0802.0537] G. Dan, Z. Yanxia, & Z. Yongheng
Support Vector Machines and Kd-tree for Separating Quasars from Large Survey Databases
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