161 citations · 1k across the 69 of their papers we have counts for
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math.ST2010★ 95 cited
Geometry of maximum likelihood estimation in Gaussian graphical models
Caroline Uhler
We study maximum likelihood estimation in Gaussian graphical models from a geometric point of view. An algebraic elimination criterion allows us to find exact lower bounds on the n…
stat.AP2010
Detecting epistasis via Markov bases
Anna-Sapfo Malaspinas, Caroline Uhler
Rapid research progress in genotyping techniques have allowed large genome-wide association studies. Existing methods often focus on determining associations between single loci an…