Jiang, Y. and Liu, C. (2022). Estimation of over-parameterized models from an auto-modeling perspective. Journal of the American Statistical Association, to appear; DOI; arXiv preprint: arXiv:2206.01824.
Martin, R. and Liu, C. (2015). Marginal inferential models: prior-free probabilistic inference on interest parameters, Journal of the American Statistical Association, 110, 1621-1631; arXiv preprint: arXiv:1306.3092.
Lambert, D. and Liu, C. (2006). Adaptive thresholds: monitoring streams of network counts, Journal of the American Statistical Association101, 78-88.
Liu, C., Vander Wiel, S., and Yang, J. (2003). A nonstationary traffic train model for fine scale inference from coarse scale counts. IEEE Journal on Selected Areas in Communications, 21(6), 895-907.
Liu, C. (2003). Alternating subspace-spanning resampling to accelerate Markov chain Monte Carlo simulation. Journal of the American Statistical Association, 98(461), 110-117.
Hopke, P. K., Liu, C. and Rubin, D. B. (2001). Multiple imputation for multivariate data with missing and below-threshold measurements: time-series concentrations of pollutants in the Arctic, Biometrics57, 22-33.
Liu, C. and Rubin, D.B. (1998). Ellipsoidally symmetric extensions of the general location model for mixed categorical and continuous data. Biometrika85, 673-688.