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math.ST2014
Multiple Comparisons using Composite Likelihood in Clustered Data
Mahdis Azadbakhsh, Xin Gao, Hanna Jankowski
We study the problem of multiple hypothesis testing for multidimensional data when inter-correlations are present. The problem of multiple comparisons is common in many application…
math.ST2012
Simultaneous Model Selection and Estimation for Mean and Association Structures with Clustered Binary Data
Xin Gao, Grace Y. Yi
This paper investigates the property of the penalized estimating equations when both the mean and association structures are modelled. To select variables for the mean and associat…