4 citations · 5 across the 3 of their papers we have counts for
3 papers
stat.ME2022
A Joint Estimation Approach to Sparse Additive Ordinary Differential Equations
Nan Zhang, Muye Nanshan, Jiguo Cao
Ordinary differential equations (ODEs) are widely used to characterize the dynamics of complex systems in real applications. In this article, we propose a novel joint estimation ap…
stat.ME2022★ 1 cited
Random Competing Risks Forests for Large Data
Joel Therrien, Jiguo Cao
Random forests are a sensible non-parametric model to predict competing risk data according to some covariates. However, there are currently no packages that can adequately handle…
stat.ME2022★ 4 cited
General P-Splines for Non-Uniform B-Splines
Zheyuan Li, Jiguo Cao
We proposed a new penalized B-splines estimator, the general P-spline, to accommodate non-uniform B-splines on unevenly spaced knots. It is a complement to Eilers and Marx's standa…