73 citations · 79 across the 13 of their papers we have counts for
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stat.AP2015
Ranking genetic factors related to age-related maculardegeneration by variable selection confidence sets
Chao Zheng, Davide Ferrari, Michael Zhang +1
The widespread use of generalized linear models in case-control genetic studies has helped identify many disease-associated risk factors typically defined as DNA variants, or singl…
stat.ME2015
Parsimonious and Efficient Likelihood Composition by Gibbs Sampling
Davide Ferrari, Guoqi Qian
The traditional maximum likelihood estimator (MLE) is often of limited use in complex high-dimensional data due to the intractability of the underlying likelihood function. Maximum…
stat.ME2015
Reliable inference for complex models by discriminative composite likelihood estimation
Davide Ferrari, Chao Zheng
Composite likelihood estimation has an important role in the analysis of multivariate data for which the full likelihood function is intractable. An important issue in composite li…