代表作
Geng,Z. (1992) Collapsibility of relative risks in contingency tables with a response variable. J. Royal Statist. Soc. B 54, 585-93
Geng,Zhi and Asano,Ch.(1993) Strong collapsibility of association measures in linear models. J. Royal Statist. Soc. B 55, 741-747
Guo, J.H. and Geng, Z. (1995) Collapsibility of logistic regression coefficients. J. Royal Statist. Soc. B 57, 263-267
Geng, Z.，Guo, J. H. and Fung W. K. (2002) Criteria for confounders in epidemiological studies. J. Royal Statist. Soc. B 64, 3-15 2003727816302.064151E-020.pdf
Xie, X., Geng, Z. and Zhao, Q. (2006) Decomposition of structural learning about directed acrylic graphs, Artificial Intelligence 170, 422-439. 20060915232112.pdf
Ma, Z., Xie, X. and Geng Z. (2006) Collapsibility of distribution dependence. J. Royal Statist. Soc. B 68, 127-133. 20060915224836.pdf
Chen, H., Geng, Z. and Jia, J. (2007) Criteria for surrogate end points. J. Royal Statist. Soc. B 59, 911-932. 20071029213824.pdf
Xie, X. and Geng, Z. (2008) A recursive method for structural learning of directed acyclic graphs. J. Machine Learning Research, 9,459-483. 20080326072008.pdf
Ma, Z., Xie, X. and Geng, Z. (2008) Structural learning of chain graphs via decomposition. J. Machine Learning Research, 9, 2847-2880. 20090105234043.pdf
He, Y. and Geng, Z. (2008) Active learning of causal networks with intervention experiments and optimal designs. J.Machine Learning Research, 9, 2523-2547. 20081202080511.pdf
Chen, H., Geng, Z. and Zhou, X. (2009) Identifiability and estimation of causal effects in randomized trials with noncompliance and completely non-ignorable missing-data (with discussion). Biometrics 65, 675-691.
耿直 (2009) 因果挖掘的若干统计方法。《机器学习及其应用2009》第49-80页。周志华，王珏主编，清华出版社 20090405163353.pdf
耿直 (2009) 贝叶斯网络和因果网络。中国计算机学会通讯，第5卷，第8期，31-35
Ju, C. and Geng, Z. (2010) Criteria for surrogate endpoints based on causal distributions. J. Royal Statist. Soc. B 72, 129-142. 20100114074015.pdf
Ding, P., Geng, Z., Yan, W. and Zhou, X. H. (2011) Identifiability and estimation of causal effects by principal stratification with outcomes truncated by death. J. Am. Statist. Asso., 106, 1578-1591. 20120113110601.pdf
耿直 (2011) 因果推断的可分解性和可传递性问题。《机器学习及其应用2011》。周志华，杨强主编，清华出版社, 1-13. 20110917093048.pdf
耿直（2011）因果推断。《10000个科学难题: 信息科学卷》，科学出版社, 596-599
Deng, K., Geng, Z. and Liu, J. (2014) Association pattern discovery via theme dictionary models. J. Royal Statist Soc. B 76, 319-347.
耿直 (2014) 大数据时代统计学面临的机遇与挑战。《统计研究》，31(1), 5-9 20131226220131.pdf
Miao, W., Ding, P. and Geng, Z. (2016) Identifiability of normal and normal mixture models with nonignorable missing data. J. Am. Statist. Asso. 111, 1673-1683.
Jiang, Z.C., Ding, P. and Geng, Z. (2016) Principal causal effect identification and surrogate endpoint evaluation by multiple trials. J Royal Statist. Soc. B.
Miao, W., Geng, Z. and Tchetgen Tchetgen, E. (2018) Identifying causal effects with proxy variables of an unmeasured confounder. Biometrika 105, 987-993.
Geng, Z., Liu, Y., Liu, C. C. and Miao, W. (2019) Evaluation of causal effects and local structure learning of causal networks. Ann. Rev. Statist. & Appl. 6, 103-124.
Liu, Y., Fang, Z. Y., He, Y. B., Geng, Z. and Liu, C. C. (2020) Local causal network learning for finding pairs of total and direct effects. To appear in J Mach Learn Res.
社会兼职
2019- 2021北京生物医学统计与数据管理研究会, 理事长
2016- Statistical Theory and Related Fields, Associate Editor
2011- Epidemiological Methods, Associate Editor
2010-2011 Institute of Mathematical Statistics – China, President
2009-2017 中国现场统计研究会, 理事长
2007-2017 中国统计学会, 副会长
2006-2014 《应用概率统计》, 副主编
2006-2010 中国数学会概率统计学会, 理事长
2006-2010 The Asian Regional Section of the International Association for Statistical Computing, 顾问(Advisor)
2005-2009 中国现场统计研究会生物统计分会, 理事长
2005-2009 International Association of Statistical Computing, 理事(Council member)
2003-2005 The Asian Regional Section of the International Association for Statistical Computing，Board of Directors
2002 - 2006 中国数学会概率统计学会, 秘书长
2001 - 2017《统计研究》, 编委
2000-2003,2005-2008 Statistica Sinica, Associate Editor
1999 ISI Dictionary of Statistical terms, Associate Editor
1998 - 2009 中国统计教育学会高校分会, 副会长
1996 - 国际统计学会(ISI) 推选会员 (Elected Member)
1991- 2017 Computational Statistics and Data Analysis, Associate Editor
1990 – 2017 国际统计计算协会(IASC), 会员
