高维函数型数据的检验、回归与分类
11871080
2018
A0402.统计推断与统计计算
姚方
面上项目
教授
北京大学
52万元
复杂结构;函数型回归分析;函数型主因子分析;高维数据;函数型分类
2019-01-01到2022-12-31
- 中英文摘要
- 结题摘要
- 结题报告
- 项目成果
- 项目参与人
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| 序号 | 标题 | 类型 | 作者 |
|---|---|---|---|
| 1 | Intrinsic Riemannian functional data analysis | 期刊论文 | Zhenhua Lin;Fang Yao |
| 2 | Functional linear regression for discretely observed data: from ideal to reality | 期刊论文 | Hang Zhou;Huiming Zhang;Fang Yao |
| 3 | Online estimation for functional data | 期刊论文 | Ying Yang;Fang Yao |
| 4 | Hypothesis testing in large-scale functional linear regression | 期刊论文 | Kaijie Xue;Fang Yao |
| 5 | Inference on Large-scale Partially Functional Linear Model with Heterogeneous errors | 期刊论文 | Kaijie Xue;Fang Yao |
| 6 | Intrinsic Riemannian functional data analysis for sparse longitudinal observations | 期刊论文 | Lingxuan Shao;Zhenhua Lin;Fang Yao |
| 7 | Dynamic principal component analysis in high dimensions | 期刊论文 | Xiaoyu Hu;Fang Yao |
| 8 | Distribution and correlation-free two-sample test of high-dimensional means | 期刊论文 | Kaijie Xue;Fang Yao |
| 9 | Test of weak separability for spatially stationary functional field | 期刊论文 | Decai Liang;Hui Huang;Yongtao Guan;Fang Yao |
| 10 | Functional regression on the manifold with contamination | 期刊论文 | Zhenhua Lin;Fang Yao |
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