For some of my current projects, I'm probably going to need to eventually estimate some models using Metropolis-Hastings sampling. I understand the basic concepts, and the software I use (R) has ...
NONPARAMETRIC SCREENING UNDER CONDITIONAL STRICTLY CONVEX LOSS FOR ULTRAHIGH DIMENSIONAL SPARSE DATA
Sure screening technique has been considered as a powerful tool to handle the ultrahigh dimensional variable selection problems, where the dimensionality p and the sample size n can satisfy the NP ...
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