3 citations · 6 across the 3 of their papers we have counts for
3 papers
stat.ME2009★ 3 cited
Semiparametric modeling of autonomous nonlinear dynamical systems with applications
Debashis Paul, Jie Peng, Prabir Burman
In this paper, we propose a semi-parametric model for autonomous nonlinear dynamical systems and devise an estimation procedure for model fitting. This model incorporates subject-s…
stat.AP2008★ 2 cited
Regularized Multivariate Regression for Identifying Master Predictors with Application to Integrative Genomics Study of Breast Cancer
Jie Peng, Ji Zhu, Anna Bergamaschi +4
In this paper, we propose a new method remMap -- REgularized Multivariate regression for identifying MAster Predictors -- for fitting multivariate response regression models under…
stat.ME2008★ 1 cited
Partial Correlation Estimation by Joint Sparse Regression Models
Jie Peng, Pei Wang, Nengfeng Zhou +1
In this paper, we propose a computationally efficient approach -- space(Sparse PArtial Correlation Estimation)-- for selecting non-zero partial correlations under the high-dimensio…