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Showing 2009 · stat.MEShow all
2 papers · 2 filters
stat.ME2009★ 65 cited
Bayesian Inference from Composite Likelihoods, with an Application to Spatial Extremes
Mathieu Ribatet, Daniel Cooley, Anthony C. Davison
Composite likelihoods are increasingly used in applications where the full likelihood is analytically unknown or computationally prohibitive. Although the maximum composite likelih…
stat.ME2009★ 655 cited
Sure independence screening in generalized linear models with NP-dimensionality
Jianqing Fan, Rui Song
Ultrahigh-dimensional variable selection plays an increasingly important role in contemporary scientific discoveries and statistical research. Among others, Fan and Lv [J. R. Stat.…