Jiguo Cao
Statistics and Probability · 2007–2017
A researcher in the Science corpus: 2 papers; trusts 7 researchers and is trusted by 12 researchers here, as inferred from the citation graph.
Subfields
- Statistics and Probability — 27 citations into it
- Artificial Intelligence — 16 citations into it
Whom Jiguo Cao trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Jianqing Fan
- Peter Hall
- Hui Zou
- Tommaso Cai
- Runze Li
- Hervé Cardot
- H. Muller
- Hohsuk Noh
- Gareth M. James
Who trusts Jiguo Cao overall
- Mark A. Girolami
- Stefan Bauer
- Ben Calderhead
- Niels Richard Hansen
- Frederik Vissing Mikkelsen
- Hulin Wu
- Hongyu Zhao
- Xin Qi
- Dirk Husmeier
- Benn Macdonald
Papers from Jiguo Cao's perspective
Ordered by how strongly the researchers Jiguo Cao trusts endorse each paper. Same corpus, a different order for every researcher.
- Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
- One-step Sparse Estimates in Nonconcave Penalized Likelihood Models
- A Practical Guide to Splines
- Prediction in functional linear regression
- Nonconcave penalized likelihood with a diverging number of parameters
- Generalized functional linear models
- SPLINE ESTIMATORS FOR THE FUNCTIONAL LINEAR MODEL
- Non-Concave Penalized Likelihood with NP-Dimensionality
- Methodology and convergence rates for functional linear regression
- A Reproducing Kernel Hilbert Space Approach to Functional Linear Regression
Their papers
- Locally Sparse Estimator for Functional Linear Regression Models (2017) — 72 citations
- Parameter estimation for differential equations: a generalized smoothing approach (2007) — 713 citations