刘洋，苏州大学 数学科学学院副教授（校优秀青年学者）； 主持国家自然科学基金青年项目、博士后基金项目各一项，入选上海市“超级博士后”激励计划。 博士毕业于华东师范大学统计学院；曾以国家公派联合培养博士生身份赴加拿大滑铁卢大学交流，围绕“捕获再捕获数据分析”的相关问题开展研究，在JRSSB、Biometrics、Statistica Sinica、Statistics and Computing等学术期刊发表论文二十余篇。
中国数学会, 会员
中国工业与应用数学学会, 会员
上海市质量技术应用统计学会, 会员
担任 JoAS, JSPI, Global Ecology and Conservation 等学术期刊的匿名审稿人
1. 捕获再捕获数据分析、抽样调查
2. 经验似然和半参数统计理论
3. 缺失数据和因果推断
商业嘉（2023级），苏州大学“莙政基金”项目，2025-2026，在研 
2023级：顾倩茜、张倩
2024级：成晓航、龚春启、王婕、许海涛、徐菁、于成龙
2025届：戴臣昱（苏州农业银行）、张杰（中国人民银行常州市分行）
2026届：纪雨露（Vivo）
>>> 有意报考我硕士/博士研究生的同学，请填写
个人情况简介.doc，并将相关材料发送至 e-mail。联系前请了解我的研究方向。考研同学建议在复试录取后尽快联系我，保研和读博同学尽早联系！
>>> 欢迎优秀本科生加入，获得学业与科研的全面指导。
代表性学术论文：
Yang Liu, Yukun Liu, Pengfei Li, & Jing Qin (2018). Full likelihood inference for abundance from continuous time capture-recapture data. Journal of the Royal Statistical Seciety: Series B, 80(5), 995-1014.
Yang Liu, Yukun Liu, Pengfei Li, & Lin Zhu (2021). Maximum likelihood abundance estimation from capture-recapture data when covariates are missing at random. Biometrics, 77(3), 1050-1060.
Yang Liu, Pengfei Li, Yukun Liu, & Riquan Zhang (2022). Semiparametric empirical likelihood inference for abundance from one-inflated capture-recapture data. Biometrical Journal, 64(6), 1040-1155.
Yang Liu, Rong Kuang, & Guanfu Liu (2023). Penalized likelihood inference for the finite mixture of Poisson distributions from capture-recapture data. Statistical Papers. Doi: 10.1007/s00362-023-01503-3.
其他学术论文：
Yang Liu, Yukun Liu, Yan Fan, & Han Geng (2018). Likelihood ratio confidence interval for the abundance under binomial detectability models. Metrika, 81(5), 549-568.
Huapeng Li, Yang Liu, Yukun Liu, & Riquan Zhang (2018). Comparison of empirical likelihood and its dual likelihood under density ratio model. Journal of Nonparametric Statistics, 30(3), 581-597.
Yang Liu, Xiuzhen Zhang, Mengke Li, Guanfu Liu, & Lin Zhu (2019). Abundance estimation based on optimal estimating function with missing covariates in capture-recapture studies. Statistics and Probability Letters, 152, 15-20.
Yang Liu, Lin Zhu, Guanfu Liu, & Huapeng Li (2020). Abundance estimation with a categorical covariate subject to missing in continuous-time capture-recapture studies. Communications in Statistics-Theory and Methods, 49(20): 4919-4928.
Mengke Li, Yan Fan, Yang Liu, & Yukun Liu (2021). Diagnostic test meta-analysis by empirical likelihood under a Copas-like selection model. Metrika, 84, 927–947.
Guanfu Liu, Yan Fan, Yang Liu, & Yukun Liu (2021). Semi-parametric homogeneity test and sample size calculation for a two-sample problem under an inequality constraint. Journal of Statistical Planning and Inference, 214, 13–24.
Qianqian Wang, Min Guo, Yang Liu, Mengshu Xu, Liuting Shi, Xiu Li, Jianxin Zhao, Hao Zhang, Gang Wang, & Wei Chen (2022). Bifidobacterium breve and bifidobacterium longum attenuate choline-induced plasma trimethylamine N-oxide production by modulating gut microbiota in mice. Nutrients, 14(6), 1222.
YiqunXie,XizhouLi,YingWu,WentingCui,&YangLiu(2022).Developmentandvalidationofanextended Cox prognostic model for patients with ER/PR+ and HER2- breast cancer: a retrospective cohort study. World Journal of Surgical Oncology, 20(1):338.
Guanfu Liu, Rongji Mu, Yang Liu, & Zhimei Sheng (2023). Using an inequality constraint to increase the power of the homogeneity tests for a two-sample problem with a mixture structure. Communications in Statistics-Theory and Methods, 52(18), 6475-6486.
李华鹏 & 刘洋 (2019). 两样本密度比模型下的利用辅助信息的经验似然均值估计. 应用概率统计, 3, 305-316.
吴莹，洪晏，谢轶群，李曦洲，& 刘洋 (2018). ER/PR和HER2-型乳腺癌患者免疫组化指标的列线图预后模型. 中国肿瘤生物治疗杂志, 25(9), 934-949.
刘洋，苏州大学 数学科学学院副教授（校优秀青年学者）； 主持国家自然科学基金青年项目、博士后基金项目各一项，入选上海市“超级博士后”激励计划。 博士毕业于华东师范大学统计学院；曾以国家公派联合培养博士生身份赴加拿大滑铁卢大学交流，围绕“捕获再捕获数据分析”的相关问题开展研究，在JRSSB、Biometrics、Statistica Sinica、Statistics and Computing等学术期刊发表论文二十余篇。
中国数学会, 会员
中国工业与应用数学学会, 会员
上海市质量技术应用统计学会, 会员
担任 JoAS, JSPI, Global Ecology and Conservation 等学术期刊的匿名审稿人
1. 捕获再捕获数据分析、抽样调查
2. 经验似然和半参数统计理论
3. 缺失数据和因果推断
商业嘉（2023级），苏州大学“莙政基金”项目，2025-2026，在研
2023级：顾倩茜、张倩
2024级：成晓航、龚春启、王婕、许海涛、徐菁、于成龙
2025届：戴臣昱（苏州农业银行）、张杰（中国人民银行常州市分行）
2026届：纪雨露（Vivo）
>>> 有意报考我硕士/博士研究生的同学，请填写个人情况简介.doc，并将相关材料发送至 e-mail。联系前请了解我的研究方向。考研同学建议在复试录取后尽快联系我，保研和读博同学尽早联系！
>>> 欢迎优秀本科生加入，获得学业与科研的全面指导。
代表性学术论文：
Yang Liu, Yukun Liu, Pengfei Li, & Jing Qin (2018). Full likelihood inference for abundance from continuous time capture-recapture data. Journal of the Royal Statistical Seciety: Series B, 80(5), 995-1014.
Yang Liu, Yukun Liu, Pengfei Li, & Lin Zhu (2021). Maximum likelihood abundance estimation from capture-recapture data when covariates are missing at random. Biometrics, 77(3), 1050-1060.
Yang Liu, Pengfei Li, Yukun Liu, & Riquan Zhang (2022). Semiparametric empirical likelihood inference for abundance from one-inflated capture-recapture data. Biometrical Journal, 64(6), 1040-1155.
Yang Liu, Rong Kuang, & Guanfu Liu (2023). Penalized likelihood inference for the finite mixture of Poisson distributions from capture-recapture data. Statistical Papers. Doi: 10.1007/s00362-023-01503-3.
其他学术论文：
Yang Liu, Yukun Liu, Yan Fan, & Han Geng (2018). Likelihood ratio confidence interval for the abundance under binomial detectability models. Metrika, 81(5), 549-568.
Huapeng Li, Yang Liu, Yukun Liu, & Riquan Zhang (2018). Comparison of empirical likelihood and its dual likelihood under density ratio model. Journal of Nonparametric Statistics, 30(3), 581-597.
Yang Liu, Xiuzhen Zhang, Mengke Li, Guanfu Liu, & Lin Zhu (2019). Abundance estimation based on optimal estimating function with missing covariates in capture-recapture studies. Statistics and Probability Letters, 152, 15-20.
Yang Liu, Lin Zhu, Guanfu Liu, & Huapeng Li (2020). Abundance estimation with a categorical covariate subject to missing in continuous-time capture-recapture studies. Communications in Statistics-Theory and Methods, 49(20): 4919-4928.
Mengke Li, Yan Fan, Yang Liu, & Yukun Liu (2021). Diagnostic test meta-analysis by empirical likelihood under a Copas-like selection model. Metrika, 84, 927–947.
Guanfu Liu, Yan Fan, Yang Liu, & Yukun Liu (2021). Semi-parametric homogeneity test and sample size calculation for a two-sample problem under an inequality constraint. Journal of Statistical Planning and Inference, 214, 13–24.
Qianqian Wang, Min Guo, Yang Liu, Mengshu Xu, Liuting Shi, Xiu Li, Jianxin Zhao, Hao Zhang, Gang Wang, & Wei Chen (2022). Bifidobacterium breve and bifidobacterium longum attenuate choline-induced plasma trimethylamine N-oxide production by modulating gut microbiota in mice. Nutrients, 14(6), 1222.
YiqunXie,XizhouLi,YingWu,WentingCui,&YangLiu(2022).Developmentandvalidationofanextended Cox prognostic model for patients with ER/PR+ and HER2- breast cancer: a retrospective cohort study. World Journal of Surgical Oncology, 20(1):338.
Guanfu Liu, Rongji Mu, Yang Liu, & Zhimei Sheng (2023). Using an inequality constraint to increase the power of the homogeneity tests for a two-sample problem with a mixture structure. Communications in Statistics-Theory and Methods, 52(18), 6475-6486.
李华鹏 & 刘洋 (2019). 两样本密度比模型下的利用辅助信息的经验似然均值估计. 应用概率统计, 3, 305-316.
吴莹，洪晏，谢轶群，李曦洲，& 刘洋 (2018). ER/PR和HER2-型乳腺癌患者免疫组化指标的列线图预后模型. 中国肿瘤生物治疗杂志, 25(9), 934-949.