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stat.ME2022
Estimating sparse direct effects in multivariate regression with the spike-and-slab LASSO
Yunyi Shen, Claudia Solís-Lemus, Sameer K. Deshpande
The multivariate regression interpretation of the Gaussian chain graph model simultaneously parametrizes (i) the direct effects of predictors on outcomes and (ii) the resid…
stat.ME2021★ 1 cited
The Effect of the Prior and the Experimental Design on the Inference of the Precision Matrix in Gaussian Chain Graph Models
Yunyi Shen, Claudia Solis-Lemus
Here, we investigate whether (and how) experimental design could aid in the estimation of the precision matrix in a Gaussian chain graph model, especially the interplay between the…