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上海對(duì)外經(jīng)貿(mào)大學(xué)統(tǒng)計(jì)與信息學(xué)院院長(zhǎng)，教授，上海對(duì)外經(jīng)貿(mào)大學(xué)數(shù)量經(jīng)濟(jì)學(xué)博士生導(dǎo)師，華東師范大學(xué)、蘭州財(cái)經(jīng)大學(xué)統(tǒng)計(jì)學(xué)博士生導(dǎo)師?，F(xiàn)任中國(guó)現(xiàn)場(chǎng)統(tǒng)計(jì)研究會(huì)大數(shù)據(jù)統(tǒng)計(jì)分會(huì)理事長(zhǎng)、上海統(tǒng)計(jì)學(xué)會(huì)副會(huì)長(zhǎng)、中國(guó)商業(yè)統(tǒng)計(jì)學(xué)會(huì)數(shù)據(jù)科學(xué)與商業(yè)智能分會(huì)副理事長(zhǎng)、中國(guó)現(xiàn)場(chǎng)統(tǒng)計(jì)研究會(huì)高維數(shù)據(jù)統(tǒng)計(jì)分會(huì)副理事長(zhǎng)、中國(guó)現(xiàn)場(chǎng)統(tǒng)計(jì)研究會(huì)經(jīng)濟(jì)與金融統(tǒng)計(jì)分會(huì)副理事長(zhǎng)，以及多個(gè)學(xué)會(huì)常務(wù)理事；《統(tǒng)計(jì)研究》《數(shù)理統(tǒng)計(jì)與管理》《統(tǒng)計(jì)學(xué)報(bào)》、Statistical Theory and Related Fields編委；《應(yīng)用概率統(tǒng)計(jì)》期刊第八屆、第九屆副主編。教育部統(tǒng)計(jì)與數(shù)據(jù)科學(xué)前沿理論及應(yīng)用重點(diǎn)實(shí)驗(yàn)室創(chuàng)始人；曾任華東師范大學(xué)統(tǒng)計(jì)學(xué)院院長(zhǎng)，教育部統(tǒng)計(jì)與數(shù)據(jù)科學(xué)前沿理論及應(yīng)用重點(diǎn)實(shí)驗(yàn)室主任。主持多項(xiàng)國(guó)家自然科學(xué)基金、上海市科委重點(diǎn)項(xiàng)目、教育部博士點(diǎn)基金、國(guó)家統(tǒng)計(jì)局重點(diǎn)項(xiàng)目等20多項(xiàng)；在國(guó)內(nèi)外權(quán)威期刊發(fā)表學(xué)術(shù)論文230余篇，SSCI\SCI收錄論文160余篇，出版專(zhuān)著4部，教材3本（其中兩本是國(guó)家級(jí)規(guī)劃教材），獲得授權(quán)發(fā)明專(zhuān)利7項(xiàng)；獲得上海市育才獎(jiǎng)、上海市自然科學(xué)獎(jiǎng)、上海市教學(xué)成果獎(jiǎng)等獎(jiǎng)勵(lì)或榮譽(yù)稱(chēng)號(hào)20多項(xiàng)。

發(fā)表的部分論文

1. Yibo Yan, Xiaozhou Wang, Riquan Zhang. Confidence Intervals and Hypothesis Testing for High-dimensional Quantile Regression: Convolution Smoothing and Debiasing. Journal of Machine Learning Research, 2023, 24(245): 1-49， http://jmlr.org/papers/v24/22-1217.html

2. Jicai Liu, Jinhong Li, Riquan Zhang. K-CDFs: A Nonparametric Clustering Algorithm via Cumulative Distribution Function. Journal of Computational and Graphical Statistics, 2023, 32(1):304-318. https://doi.org/10.1080/10618600.2022.2091575

3. Yuan Gao, Xuening Zhu, Haobo Qi, Guodong Li, Riquan Zhang, Hansheng Wang. An Asymptotic Analysis of Random Partition Based Minibatch Momentum Methods for Linear Regression Models. Journal of Computational and Graphical Statistics, 2023, 32(3):1083-1096. https://doi.org/10.1080/10618600.2022.2143786

4. Guojie Ma, Jinxing Hu, Riquan Zhang. Spatial-Temporal Distribution and Coupling Relationship of High-Speed Railway and Economic Networks in Metropolitan Areas of China. Land, 2023, 12(6):1193. https://doi.org/10.3390/land12061193

5. Changkai Xu, Chunjie Zhang, Yanwu Yang, Huaizhi Yang, Yijun Bo, Danyong Li, Riquan Zhang. Accelerate adversarial training with loss guided propagation for robust image classification. Information Processing and Management, 2023, 60(1):103143, https://doi.org/10.1016/j.ipm.2022.103143

6. Hui Ding, Mei Yao, Riquan Zhang. A new estimation in functional linear concurrent model with covariate dependent and noise contamination. Metrika, 2023, 86:965-989. https://doi.org/10.1007/s00184-023-00900-w

7. Tengteng Xu, Riquan Zhang, Xiuzhen Zhang. Estimation of spatial-functional based-line logit model for multivariate longitudinal data. Computational Statistics, 2023, 38(1):79-99. https://doi.org/10.1007/s00180-022-01217-4

8. Man Liu, Chunjie Zhang, Huihui Bai, Riquan Zhang, Yao Zhao. Cross-Part Learning for Fine-Grained Image Classification. IEEE Transactions on Image Processing, 2022, 31:748-758

9. Hanbing Zhu, Riquan Zhang, Yehua Li and Weixin Yao. Estimation for extreme conditional quantiles of functional quantile regression.  Statistica Sinica, 2022, 32:1767-1787，doi:10.5705/ss.202020.0487

10. Jicai Liu, Yuefeng Si, Wenchao Xu and Riquan Zhang. A new nonparametric extension of anova via a projection mean variance measure. Statistica Sinica, 2022, 32: 367-390. DOI:10.5705/ss.202020.0236

11. Hongmei LIN, Tiejun TONG, Yuedong WANG, Wenchao XU, Riquan Zhang. Direct local linear estimation for Sharpe ratio function. The Canadian Journal of Statistics, 2022, 50(1): 36-58. https://doi.org/10.1002/cjs.11658

12. Hanbing Zhu, Yehua Li, Baisen Liu, Weixin Yao and Riquan Zhang. Extreme quantile estimation for partial functional linear regression models with heavy-tailed distributions. The Canadian Journal of Statistics, 2022, 50: 267–286. DOI:10.1002/cjs.11653

13. Jicai Liu, Yuefeng Si, Yong Niu and Riquan Zhang. Projection quantile correlation and its use in high-dimensional grouped variable screening. Computational Statistics and Data Analysis, 2022, 167:107369. DOI:10.1016/j.csda.2021.107369

14. Hui Ding, Riquan Zhang and Hanbing Zhu. New estimation for heteroscedastic single-index measurement error models. Journal of Nonparametric Statistics, 2022, 34:95-112, DOI: 10.1080/10485252.2021.2025238

15. Wenchao Xu, Hongmei Lin, Riquan Zhang, Hua Liang. Two-sample functional linear models with functional responses. Journal of Statistical Planning and Inference, 2022, 218:85–105.DOI:10.1016/j.jspi.2021.10.001

16. Jinhong Li, Jicai Liu, Yanbo Pei, Riquan Zhang. Estimating restricted mean treatment effects with additive-multiplicative hazards models. Journal of Nonparametric Statistics, 2022, 34(4):1015-1035. https://doi.org/10.1080/10485252.2022.2108810

17. Yang Liu, Pengfei Li, Yukun Liu, Riquan Zhang. Semiparametric empirical likelihood inference for abundance from one-inflated capture–recapture data. Biometrical Journal, 2022, 64 (6):1040-1055. https://doi.org/10.1002/bimj.202100231

18. 趙為華, 王玲, 陳喆, 張日權(quán). 比例數(shù)據(jù)基于Tobit分位數(shù)回歸模型的貝葉斯變量選擇. 中國(guó)管理科學(xué), 2022, 30(4):63-73

19. Hui Ding, Jian Zhang, Riquan Zhang. Nonparametric variable screening for multivariate additive models. Journal of Multivariate Analysis, 2022, 192:105069. https://doi.org/10.1016/j.jmva.2022.105069

20. Wenli Deng, Jinglong Wang, Riquan Zhang. Measures of concordance and testing of independence in multivariate structure. Journal of Multivariate Analysis, 2022, 191:105035. https://doi.org/10.1016/j.jmva.2022.105035

21. Yuye Zou, Chengxin Wu, Guoliang Fan, Riquan Zhang. Estimation for a hybrid model of functional and linear measurement errors regression with missing response. Statistics, 2022, 56(2): 271-296. https://doi.org/10.1080/02331888.2022.2038166

22. Zhu Hanbing, Rui Li, Zhang Riquan, Heng Lian. Nonlinear functional canonical correlation analysis via distance covariance. Journal of Multivariate Analysis，2020, 180：104662. DOI:10.1016/j.jmva.2020.104662

23. Li Zhang, Xin Shi, Chang Gu, Bo Chen, Ming Wang, Yu Yu, Kun Sun, Riquan Zhang. Identification of cell-to-cell interactions by ligand-receptor pairs in human fetal heart. BBA - Molecular Basis of Disease, 2020, 1866:165917. DOI:10.1016/j.bbadis.2020.165917

24. Yuye Zou, Guoliang Fan, Riquan Zhang. Quantile regression and variable selection for partially linear single-index models with missing censoring indicators. Journal of Statistical Planning and Inference, 2020, 204:80-95. DOI:10.1016/j.jspi.2019.04.008

25. Wenchao Xu， Hui Ding， RiquanZhang，Hua Liang. Estimation and inference in partially functional linear regression with multiple functional covariates. Journal of Statistical Planning and Inference, 2020, 209:44-61. DOI:10.1016/j.jspi.2020.02.007

26. Yanghui Liu, Duck-chul Lee, Yehua Li, Weicheng Zhu, Riquan Zhang, Xuemei Sui, Carl J. Lavie, Steven N. Blair. Associations of Resistance Exercise with Cardiovascular Disease Morbidity and Mortality. Medicine & Science in Sports & Exercise, 2019, 51(3): 499-508. DOI: 10.1249/MSS.0000000000001822

27. Wenchao Xu, Riquan Zhang, Hua Liang. Two-sample Functional Linear Models. Statistica Sinica, 2019，29：1891-1913. doi: 10.5705/ss.202016.0459

28. Hanbing Zhu, Riquan Zhang, Zhou Yu, Heng Lian, Yanghui Liu. Estimation and Testing for Partially Functional Linear Errors-in-Variables Models, Journal of Multivariate Analysis, 2019, 170: 296-314. DOI:10.1016/j.jmva.2018.11.005

29. Hui Ding, Riquan Zhang, Jian Zhang. Quantile estimation for a hybrid model of functional and varying coefficient regressions. Journal of Statistical Planning and Inference, 2018, 196:1-18. DOI:10.1016/j.jspi.2017.10.005

30. Huapeng Li, Yang Liu, Yukun Liu and Riquan Zhang. Comparison of empirical likelihood and its dual likelihood under density ratio model. Journal of Nonparametric Statistics. 2018, 30(3): 581-597. DOI:10.1080/10485252.2018.1457790

31. Yong Niu, Riquan Zhang, Jicai Liu & Huapeng Li. Nonparametric independence screening for ultra-high-dimensional longitudinal data under additive models. Journal of Nonparametric Statistics, 2018, 30(4): 884-905. DOI:10.1080/10485252.2018.1497797

32. Hongmei Lin, Riquan Zhang, Wenchao Xu, Yuedong Wang.  Estimating time-varying treatment switching effects via local linear smoothing and quasi-likelihood. Computational Statistics and Data Analysis. 2017, 110:50-63. DOI:10.1016/j.csda.2016.12.012

33. Hongmei Lin, Riquan Zhang, Jianhong Shi, Yuedong Wang. Varying-coefficient single-index model for longitudinal data. Statistics and Its Interface, 2017，10:495-504. DOI:10.1080/10485252.2016.1191632

主持的主要科研項(xiàng)目

1. 國(guó)家自然科學(xué)基金面上項(xiàng)目，12371272，遷移學(xué)習(xí)和聯(lián)邦學(xué)習(xí)研究及在民航大數(shù)據(jù)的應(yīng)用，2024/01/01-2027/12/31，主持

2. 上海理想信息產(chǎn)業(yè)（集團(tuán)）有限責(zé)任公司，雙碳大數(shù)據(jù)統(tǒng)計(jì)分析算法，2023/01/01-2023/06/30,主持

3. 中國(guó)民航科學(xué)技術(shù)研究院，基于測(cè)量值的運(yùn)行風(fēng)險(xiǎn)建模和智能監(jiān)控預(yù)警方法,   2022/11/01-2023/10/31，主持

4. 晉能清潔能源風(fēng)力發(fā)電限有責(zé)任公司，風(fēng)電場(chǎng)風(fēng)功率預(yù)測(cè)技術(shù)優(yōu)化和改進(jìn)，2022/10/01-2023/12/31，主持

5. 上海市統(tǒng)計(jì)局，固定資產(chǎn)投資對(duì)上海經(jīng)濟(jì)高質(zhì)量發(fā)展影響的調(diào)查研究，2022/10/01-2022/12/31,主持

6. 上海市科學(xué)技術(shù)委員會(huì),基礎(chǔ)研究領(lǐng)域項(xiàng)目，22JC1400800，大數(shù)據(jù)背景下航空安全管理中的關(guān)鍵數(shù)理問(wèn)題研究，2022/07/01-2025/06/30, 主持

7. 山西國(guó)金電力有限公司, 電力市場(chǎng)優(yōu)化現(xiàn)貨報(bào)價(jià)方案算法科技項(xiàng)目, 2022/07/01-2022/09/30, 主持

8. 伯樂(lè)基金會(huì)，2020-2021上海新興產(chǎn)業(yè)緊缺人才指數(shù)項(xiàng)目, 2020BLJJ—001，2021/01/01-2021/08/31，主持

9. 中國(guó)民航科學(xué)技術(shù)研究院，典型安全事件風(fēng)險(xiǎn)量化分析模型開(kāi)發(fā)，2020/07-2021/12，主持

10. 國(guó)家自然科學(xué)基金面上項(xiàng)目，11971171，分布式統(tǒng)計(jì)計(jì)算方法和理論若干研究，2020/01-2023/12，主持

11. 軍事科學(xué)院項(xiàng)目，數(shù)據(jù)統(tǒng)計(jì)分析項(xiàng)目，2019/03-2019/05，主持

12. 國(guó)家自然科學(xué)基金重點(diǎn)項(xiàng)目，11831008，多源異構(gòu)數(shù)據(jù)的融合、特征提取與分析方法，2019/01-2023/12，子項(xiàng)目負(fù)責(zé)人

13. 中國(guó)民航科學(xué)技術(shù)研究院項(xiàng)目，飛行品質(zhì)監(jiān)控事件與風(fēng)險(xiǎn)量化分析模型及平臺(tái)開(kāi)發(fā)，2018/12-2019/11，主持

14. 中國(guó)民航科學(xué)技術(shù)研究院項(xiàng)目，開(kāi)發(fā)基于R語(yǔ)言的WQAR數(shù)據(jù)分析與應(yīng)用，2018/04—2018/12，主持

15. 中國(guó)民航科學(xué)技術(shù)研究院項(xiàng)目，WQAR數(shù)據(jù)分析相關(guān)統(tǒng)計(jì)理論模型構(gòu)建與優(yōu)化，2017/10-2018/05，主持

16. 環(huán)境保護(hù)部，生物多樣性保護(hù)專(zhuān)項(xiàng)-子項(xiàng)，廣布種分布和區(qū)域生物多樣性指數(shù)的建模研究，2017/11-2018/07，主持

17. 中國(guó)民航科學(xué)技術(shù)研究院項(xiàng)目，大數(shù)據(jù)統(tǒng)計(jì)分析數(shù)據(jù)預(yù)處理，2016/11-2017/10，主持

18. 環(huán)境保護(hù)部，生物多樣性保護(hù)專(zhuān)項(xiàng)-子項(xiàng)，鳥(niǎo)類(lèi)和兩棲動(dòng)物觀(guān)測(cè)數(shù)據(jù)動(dòng)態(tài)變化分析方法研究，2016/09-2017/06，主持

19. 國(guó)家自然科學(xué)基金面上項(xiàng)目，11571112，函數(shù)型含指標(biāo)項(xiàng)半?yún)?shù)回歸模型的統(tǒng)計(jì)分析，2016/01-2019/12，主持

20. 教育部博士點(diǎn)基金(博導(dǎo)類(lèi))，20130076110004，含指標(biāo)項(xiàng)半?yún)?shù)分位數(shù)和復(fù)合分位數(shù)回歸模型的變量選擇，2014/01-2016/12，主持

21. 國(guó)家自然科學(xué)基金面上項(xiàng)目，11171112，含指標(biāo)項(xiàng)半?yún)?shù)分位數(shù)回歸模型的統(tǒng)計(jì)分析，2012/01-2015/12，主持

22. 國(guó)家統(tǒng)計(jì)局重點(diǎn)科研項(xiàng)目，2011LZ051，含指標(biāo)項(xiàng)半?yún)?shù)分位數(shù)模型的統(tǒng)計(jì)分析，2012/01-2013/12，主持

23. 上海市旅游局項(xiàng)目，20111128，上海市國(guó)內(nèi)旅游調(diào)查方案論證與研究，2011/11-2012/03，主持

24. 教育部博士點(diǎn)基金(博導(dǎo)類(lèi))，20090076110001，含指標(biāo)項(xiàng)半?yún)?shù)回歸模型的變量選擇及穩(wěn)健估計(jì)，2010/01-2012/12，主持

25. 國(guó)家自然科學(xué)基金面上項(xiàng)目，10871072，含指標(biāo)項(xiàng)的半?yún)?shù)模型的估計(jì)和檢驗(yàn)，2009/01-2011/12，主持

獲得主要獎(jiǎng)項(xiàng)

1. 2022年，獲上海市教學(xué)成果獎(jiǎng)二等獎(jiǎng)

2. 2017年，獲上海市教學(xué)成果獎(jiǎng)一等獎(jiǎng)

3. 2016年，獲上海市自然科學(xué)獎(jiǎng)三等獎(jiǎng)

4. 2014年，獲上海市育才獎(jiǎng)

專(zhuān)著教材

1. 張日權(quán)、劉玉坤、唐炎林、王小舟. 《現(xiàn)代非參數(shù)統(tǒng)計(jì)方法》，科學(xué)出版社，2023，北京

2. 周迎春，張日權(quán). 《統(tǒng)計(jì)學(xué)類(lèi)課程思政教學(xué)設(shè)計(jì)》. 華東師范大學(xué)出版社，2023，上海

3. 茆詩(shī)松，周紀(jì)薌，張日權(quán).《概率論與數(shù)理統(tǒng)計(jì)（第四版）》（十一五國(guó)家級(jí)規(guī)劃教材），統(tǒng)計(jì)出版社，2020，北京

4. 茆詩(shī)松，周紀(jì)薌，張日權(quán).《概率論與數(shù)理統(tǒng)計(jì)--習(xí)題與解答（第四版）》（十一五國(guó)家級(jí)規(guī)劃教材），統(tǒng)計(jì)出版社，2020，北京

5. 張俊英，張日權(quán). 《超高維數(shù)據(jù)統(tǒng)計(jì)模型變量篩選方法》， 重慶大學(xué)出版社，2019，重慶

6. 王黎明，張日權(quán)，景英川.《應(yīng)用回歸分析》，中國(guó)海洋大學(xué)出版社，2005，青島

7. 張日權(quán)，盧一強(qiáng).《變系數(shù)模型》，科學(xué)出版社，2004，北京