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stat.ME2017★ 2 cited
Model Selection Confidence Sets by Likelihood Ratio Testing
Chao Zheng, Davide Ferrari, Yuhong Yang
The traditional activity of model selection aims at discovering a single model superior to other candidate models. In the presence of pronounced noise, however, multiple models are…
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…