Yingcun Xia

4.3k total citations · 1 hit paper
76 papers, 2.9k citations indexed

About

Yingcun Xia is a scholar working on Statistics and Probability, Artificial Intelligence and Finance. According to data from OpenAlex, Yingcun Xia has authored 76 papers receiving a total of 2.9k indexed citations (citations by other indexed papers that have themselves been cited), including 45 papers in Statistics and Probability, 15 papers in Artificial Intelligence and 13 papers in Finance. Recurrent topics in Yingcun Xia's work include Statistical Methods and Inference (39 papers), Advanced Statistical Methods and Models (16 papers) and Statistical Methods and Bayesian Inference (13 papers). Yingcun Xia is often cited by papers focused on Statistical Methods and Inference (39 papers), Advanced Statistical Methods and Models (16 papers) and Statistical Methods and Bayesian Inference (13 papers). Yingcun Xia collaborates with scholars based in Singapore, China and United Kingdom. Yingcun Xia's co-authors include Howell Tong, Hansheng Wang, Li Zhu, Bryan T. Grenfell, Wolfgang Karl Härdle, Ottar N. Bjørnstad, W. K. Li, Wai Keung Li, Weiping Zhang and Tao Hu and has published in prestigious journals such as Proceedings of the National Academy of Sciences, Journal of the American Statistical Association and Bioinformatics.

In The Last Decade

Yingcun Xia

68 papers receiving 2.8k citations

Hit Papers

An Adaptive Estimation of Dimension Reduction Space 2002 2026 2010 2018 2002 100 200 300 400 500
What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

  1. An Adaptive Estimation of Dimension Reduction Space
    2002 528 citations Yingcun Xia, Howell Tong et al. profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Yingcun Xia Singapore 27 2.0k 519 450 278 271 76 2.9k
Hua Liang United States 34 3.2k 1.6× 709 1.4× 445 1.0× 250 0.9× 56 0.2× 170 4.5k
James G. Scott United States 23 1.3k 0.7× 955 1.8× 270 0.6× 99 0.4× 59 0.2× 65 3.2k
Song Xi Chen China 35 2.6k 1.3× 1.0k 1.9× 429 1.0× 816 2.9× 38 0.1× 121 4.3k
Richard L. Dykstra United States 22 1.5k 0.8× 591 1.1× 252 0.6× 508 1.8× 62 0.2× 76 3.0k
Lynne Billard United States 20 489 0.2× 610 1.2× 192 0.4× 99 0.4× 148 0.5× 136 2.2k
Francisco Louzada Brazil 27 2.0k 1.0× 746 1.4× 193 0.4× 214 0.8× 32 0.1× 265 3.1k
Chris A. J. Klaassen Netherlands 15 1.8k 0.9× 572 1.1× 296 0.7× 377 1.4× 17 0.1× 70 2.5k
Ulrich Stadtmüller Germany 24 1.3k 0.6× 325 0.6× 269 0.6× 726 2.6× 21 0.1× 109 2.5k
Aman Ullah Pakistan 29 589 0.3× 108 0.2× 286 0.6× 120 0.4× 1.2k 4.4× 134 2.5k
Jeffrey D. Hart United States 29 1.8k 0.9× 506 1.0× 319 0.7× 472 1.7× 16 0.1× 88 2.9k

Countries citing papers authored by Yingcun Xia

Since Specialization
Citations

This map shows the geographic impact of Yingcun Xia's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Yingcun Xia with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Yingcun Xia more than expected).

Fields of papers citing papers by Yingcun Xia

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Yingcun Xia. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Yingcun Xia. The network helps show where Yingcun Xia may publish in the future.

Co-authorship network of co-authors of Yingcun Xia

This figure shows the co-authorship network connecting the top 25 collaborators of Yingcun Xia. A scholar is included among the top collaborators of Yingcun Xia based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Yingcun Xia. Yingcun Xia is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Wang, Shaoping, et al.. (2025). Examining Chinese volume–volatility nexus: A regime-switching perspective. Economic Modelling. 144. 106983–106983.
2.
Xu, Qingmei, Yuntong Wang, Yang Xu, et al.. (2025). High‐Viability Circulating Tumor Cells Sorting From Whole Blood at Single Cell Level Using Laser‐Induced Forward Transfer‐Assisted Microfiltration. Advanced Science. 12(18). e2414195–e2414195. 2 indexed citations
3.
Xia, Yingcun, et al.. (2024). A statistical test of phase difference via wavelet method and its application to the spread of air pollution. Stochastic Environmental Research and Risk Assessment. 38(11). 4243–4257.
4.
Liu, Yü, et al.. (2023). Power Boosting: Fusion of Multiple Test Statistics via Resampling. Statistica Sinica. 1 indexed citations
5.
Xia, Yingcun, et al.. (2020). Advance of the sufficient dimension reduction. Wiley Interdisciplinary Reviews Computational Statistics. 13(3).
6.
Jia, Chen, Degui Li, & Yingcun Xia. (2019). Estimation of a rank-reduced functional-coefficient panel data model with serial correlation. Journal of Multivariate Analysis. 173. 456–479.
7.
Huang, Lei, Yingcun Xia, & Qin Xu. (2016). Estimation of semivarying coefficient time series models with ARMA errors. The Annals of Statistics. 44(4). 18 indexed citations
8.
Xia, Yingcun, et al.. (2013). A Piecewise Single-Index Model for Dimension Reduction. Technometrics. 56(3). 312–324. 5 indexed citations
9.
Xia, Yingcun, et al.. (2012). Twicing local linear kernel regression smoothers. Journal of nonparametric statistics. 24(2). 399–417. 1 indexed citations
10.
Xia, Yingcun & Howell Tong. (2011). Feature Matching in Time Series Modeling. Statistical Science. 26(1). 22 indexed citations
11.
Liu, Junhong, et al.. (2010). Optimization of Immobilization Conditions of Candida antarctica Lipase Based on Response Surface Methodology. Chemical and Biochemical Engineering Quarterly. 24(2). 203–209. 8 indexed citations
12.
Bharti, Nita, Yingcun Xia, Ottar N. Bjørnstad, & Bryan T. Grenfell. (2008). Measles on the Edge: Coastal Heterogeneities and Infection Dynamics. PLoS ONE. 3(4). e1941–e1941. 29 indexed citations
13.
Xia, Yingcun, Wai Keung Li, & Howell Tong. (2007). THRESHOLD VARIABLE SELECTION USING NONPARAMETRIC METHODS. Statistica Sinica. 17(1). 265–287. 9 indexed citations
14.
Xia, Yingcun & Wolfgang Karl Härdle. (2006). Semi-parametric estimation of partially linear single-index models. Journal of Multivariate Analysis. 97(5). 1162–1184. 195 indexed citations
15.
Xia, Yingcun, et al.. (2004). A GOODNESS-OF-FIT TEST FOR SINGLE-INDEX MODELS. Statistica Sinica. 14(1). 1–28. 30 indexed citations
16.
Xia, Yingcun, Ottar N. Bjørnstad, & Bryan T. Grenfell. (2004). Measles Metapopulation Dynamics: A Gravity Model for Epidemiological Coupling and Dynamics. The American Naturalist. 164(2). 267–281. 227 indexed citations
17.
Glass, Kathryn, Yingcun Xia, & Bryan T. Grenfell. (2003). Interpreting time-series analyses for continuous-time biological models—measles as a case study. Journal of Theoretical Biology. 223(1). 19–25. 50 indexed citations
18.
Xia, Yingcun, et al.. (2002). Single-index volatility models and estimation. Statistica Sinica. 12(3). 785–799. 17 indexed citations
19.
Tong, H., Yingcun Xia, & Li Zhu. (2002). An adaptive estimation of dimension reduction space, with discussion. London School of Economics and Political Science Research Online (London School of Economics and Political Science). 8 indexed citations
20.
Xia, Yingcun & Wai Keung Li. (1999). ON THE ESTIMATION AND TESTING OF FUNCTIONAL-COEFFICIENT LINEAR MODELS. Statistica Sinica. 9(3). 735–757. 73 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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