基本情况

秦国友，副教授，硕士生导师。现任复旦大学生物统计学教研室副主任。


研究领域

纵向数据分析、缺失数据分析、部分线性模型推断、稳健推断、复杂抽样设计的统计推断等


教育背景

2008年至2009年 博士后，美国北卡罗来纳大学教堂山分校

2002年至2007年 博士，华东师范大学

1998年至2002年 硕士，华东师范大学


论文发表

  1. Qin G. Y. and Zhu Z. Y. (2007). Robust estimation of the variance components in semiparametric linear mixed model, Chinese Journal of Applied Probability and Statistics, 23, 207-214
  2. Qin G. Y. and Zhu Z. Y. (2007). Robust estimation in generalized semiparametric mixed model for longitudinal data. Journal of Multivariate Analysis, 98, 1658-1683
  3. Qin G. Y. and Zhu Z. Y. (2008). Robust estimation in partial linear mixed model for longitudinal data. Acta Mathematica Scientia, 28B(2): 334-348
  4. Qin G. Y. and Zhu Z. Y. (2009). Robustified maximum likelihood maximum estimation in generalized partial linear mixed model for longitudinal data. Biometrics, 65, 52-59
  5. Qin G. Y., Zhu Z. Y. and Fung, W. K.(2009). Robust estimating equations and bias correction for correlation parameters for longitudinal data. Computational Statistics and Data Analysis, 52, 4745-4753
  6. Qin G. Y., Zhu Z. Y. and Fung, W. K. (2009). Robust estimation of covariance parameters in partial linear mixed model for longitudinal data. Journal of Statistical Planning and Inference, 139, 558-570
  7. Qin G. Y. and Zhu Z. Y. (2009). Study of the estimation efficiency of nonparametric regression for longitudinal data. Chinese Journal of Applied Probability and Statistics (in Chinese), 25, 320-326
  8. Qin G. Y. and Zhu Z. Y. (2009). Local asymptotics of regression splines for marginal semiparametric models with longitudinal data. Science in China, series A, 52, 1982-1994
  9. Qin, G. Y., Bai, Y. and Zhu, Z. Y. (2009). Robust empirical likelihood inference for longitudinal data. Statistics and Probability Letters, 79, 2101-2108
  10. Zou, Y., Zhang, J. and Qin, G.Y. (2011). A semiparametric accelerated failure time partial linear model and its application to breast cancer. Computational Statistics and Data Analysis, 55, 1479-1487
  11. Zhou, H., Qin, G.Y. and Longnecker, M.P. (2011). A Partial Linear Model in the Outcome-Dependent Sampling Setting to Evaluate the Effect of Prenatal PCB Exposure on Cognitive Function in Children. Biometrics, 67, 876-885
  12. Qin, G.Y. and Zhou, H. (2011). Partial linear inference for a 2-stage outcomedependent sampling design with a continuous outcome. Biostatistics, 12, 506-520.
  13. Qin, G. Y., Bai, Y. and Zhu, Z. Y. (2012). Robust empirical likelihood inference for generalized partial linear models with longitudinal data. Journal of Multivariate Analysis, 105, 32-44
  14. Fan, Y., Qin, G. Y. and Zhu, Z. Y. (2012). Variable selection in robust regression models for longitudinal data. Journal of Multivariate Analysis, 109, 156-167
  15. Qin, G. Y., Zhu, Z. Y. and Fung, W.K. (2012). Robust estimation of the generalised partial linear model with missing covariates. Journal of Nonparametric Statistics, 24, 517-530