Lan Liu


Accepting PhD Students


Research output per year

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Personal profile

Research interests

Causal Inference, Big Data, Missing Data, Bayesian Inference, Statistical Consulting


Stat 5021 2016 Spring

Stat 4051 2016 Fall

Stat 4052 2017 Spring

Education/Academic qualification

PhD, University of North Carolina

Award Date: Aug 1 2013

MS, University of Science and Technology of China

Award Date: Jun 2 2010

Research interests

  • Causal Inference
  • Statistical Consulting
  • statistics
  • Big Data

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Research Output

Doubly robust estimation in observational studies with partial interference

Liu, L., Hudgens, M. G., Saul, B., Clemens, J. D., Ali, M. & Emch, M. E., Jan 1 2019, In : Stat. 8, 1, e214.

Research output: Contribution to journalArticle

Open Access
  • Novel criteria to exclude the surrogate paradox and their optimalities

    Yin, Y., Liu, L., Geng, Z. & Luo, P., Jan 1 2019, In : Scandinavian Journal of Statistics.

    Research output: Contribution to journalArticle

  • Semiparametric estimation with data missing not at random using an instrumental variable

    Sun, B. L., Liu, L., Miao, W., Wirth, K., Robins, J. & Tchetgen, E. J., Oct 2018, In : Statistica Sinica. 28, 4, p. 1965-1983 19 p.

    Research output: Contribution to journalArticle

  • 3 Scopus citations

    On the Individual Surrogate Paradox

    Ma, L., Yin, Y., Liu, L. & Geng, Z., 2017, In : arXiv.

    Research output: Contribution to journalArticle

  • Synapse-specific regulation revealed at single synapses is concealed when recording multiple synapses

    Lines, J., Covelo, A., Gómez, R., Liu, L. & Araque, A., Nov 23 2017, In : Frontiers in Cellular Neuroscience. 11, 367.

    Research output: Contribution to journalArticle

    Open Access
  • 1 Scopus citations