Satway, T., Ploderi, M., Liu, J., Gustafson, P. (2018) Effects of multiple forms of information bias on estimated prevalence of suicide attempts by sexual orientation: An application of a Bayesian misclassification correction method to data from a systematic review. American Journal of Epidemiology, 2018 Sep 5. doi: 10.1093/aje/kwy200.
Safarishahrbijari, A., Teyhouee, A., Waldner, C., Liu, J., Osgood, N. (2017). Predictive accuracy of particle filtering in dynamic models supporting outbreak projections. BMC Infectious Diseases, 17(648), doi: 10.1186/s12879-017-2726-9, accepted on September 12, 2017.
Liu, J., Gustafson, P., Huo, D. (2016). Bayesian adjustment for the misclassification in both dependent and independent variables with application to a breast cancer study. Statistics in Medicine, 35(23):4252-63.
Wu, X., Sawatzky, R., Hopman, W., Mayo, N., Sajobi, T.T., Liu, J., Prior, J., Papaioannou, A., Josse, RG, Towheed,T., Davison, KS, Lix, L.M. (2016) Differential Item Functioning in the SF-36 Physical Functioning and Mental Health Sub-Scales: A Population-Based Investigation in the Canadian Multicentre Osteoporosis Study. PLOS ONE, 11(3): e0151519. doi: 10.1371/journal.pone.0151519.
Lix, L.M., Chan, E.K.H., Sawatzky, R., Sajobi, T.T., Liu, J., Hopman, W., Mayo, N. (2016). Response shift and disease activity in inflammatory bowel disease. Quality of Life Research, 25, 1751-1760.
Brown, C.D., Liu, J., Yan, G., and Johnstone, J.F. (2015) Disentangling legacy effects from environmental filters of post-fire assembly of boreal tree assemblages. Ecology, 96, 3023-3032.
Liu, J., Liu, W., Wu, L., and Yan, G. (2015). A flexible approach for multivariate mixed-effects models with non-ignorable missing values. Journal of Statistical Computation and Simulation, 85, 3727-3743.
Sighoko, D., Liu, J., Hou, N., Gustafson, P., and Huo, D. (2014). Discordance in hormone receptor status among primary, metastatic, and second primary breast cancers: biological difference or misclassification? The Oncologist, 19, 592-601.
Liu, Y., Liu, J., and Zhang, F. (2013). Bias analysis for misclassification in a multicategorical exposure in a logistic regression model. Statistics and Probability Letters, 83, 2621-2626.
Vidovic, S., Tsoi, S., Medihala, P., Liu, J., Wylie, J.L., Levette, P.N, and Korber, D. (2013). Molecular and antimicrobial susceptibility analyses distringuish clinical from bovine E.coli )157 strains. Journal of Clinical Microbiology, 51, 2082-8.
Lix, L.M., Sajobi, T.T., Sawatzky, R., Liu, J., Mayo, N.E., Huang, Y., Graff, L.A., Walker, J.R., Ediger, J., Clara, I., Sexton, K., Carr, R., and Bernstein, C.N. (2013). Relative importance measures for reprioritization response shift. Quality of Life Research, 22, 695-703.
Liu, J. and Gustafson P. (2012). Regression with Fractional Polynomials when interactions are erroneously omitted. Journal of Statistical Planning and Inference, 142,1348-1355.
Alam M.K., EI-Ganiny A.M., Afronz, S., Sanders, D.A., Liu, J., and Kaminskyj, S.G. (2012). Aspergillus nidulans galactofuranose biosynthesis affects antifungal drug sensitivity. Fungal Genetics and Biology, 49, 1033-43.
Szmigielski, A.M., Schoenau, J.J., Johnson, E.N., Holm, F.A., Sapsford, K.L., and Liu, J. (2012). Effects of soil factors on phytotoxicity and dissipation of sulfentrazone in canadian prairie soils. Communications in Soil Science and Plant Analysis 43:6, 896-904.
Zhang, P., Liu, J., Dong, J., Holovati, JL., Letcher, B., and McGann LE. (2012). A Bayesian adjustment for multiplicative measurement errors for a calibration problem with applications to a stem cell study. Biometrics, 68(1), 268-274.
Liu, J. and Gustafson, P. (2012). On the detectability of different forms of interaction in regression models. Metrika, 75(3), 347-365. Here is R code for power comparison. Also, here are supplemental plots associated with the first version of the manuscript.
Ng, C.T., Joe, H., Karlis, D., and Liu, J. (2011). Composite likelihood for time series models with a latent autoregressive process. Statistica Sinica, 21, 279-305.
Liu J., Gustafson, P., Cherry, N., and Burstyn, I. (2009). Bayesian analysis of a matched case-control study with expert prior information on both the misclassification of exposure and the exposure-disease association. Statistics in Medicine, 28, 3411-3423.
Wu, L., Liu, W., and Liu, J. (2009). A longitudinal study of children's aggressive behaviors based on multivariate mixed models with incomplete data. Canadian Journal of Statistics, 37, 435-452.
Szmigielski, A.M., Schoenau, J.J., Johnson, E., Holm, F.A., Sapsford, K.L., and Liu, J. (2009). Development of a lab bioassay and effect of soil properties on sulfentrazone phytotoxicity in soil. Weed Technology, 23, 486-491.
Liu, J. and Gustafson, P. (2008). On average predictive comparison and interactions. International Statistical Review, 76, 419-432. Here is the first draft.
Burstyn, I., Kapur, N., Shalapay, C., Bamforth, F., Wild, C., Liu, J., and LeGatt, D. (2009). Does self-reported smoking at any time during pregnancy accurately reflect exposure to tobacco smoke in early second trimester? Evaluation when biomarker level in an active smoker is uncertain. Nicotine & Tobacco Research, 11(6):670-678.
Chen, D., Liu, J. and Zhang, F. (2006). The reversible nearest particle systems on a finite set. Bernoulli, 12, 101-111
Safarishahrbijari, A., Lawrence, T., Lomotery, R., Liu, J., Waldner, C., Osgood, N. (2015) Particle filtering in a SEIRV simulation model of H1N1 influenza. 2015 Winter Simulation Conference, 1240-1251.
Osgood N. and Liu J. (2014) Towards Closed Loop Modeling: Evaluating the Prospects for Creating Recurrently Regrounded Aggregate Simulation Models. Accepted June 2014 for publication in Proceedings of the 2014 Winter Simulation Conference, Savannah Georgia, 2014-12-07.
Osgood, N. and Liu, J. (2013) “Bayesian Parameter Estimation of System Dynamics Models Using Markov Chain Monte Carlo Methods: An Informal Introduction”. Full paper in Proceedings of the 30th International conference of the System Dynamics Society, Cambridge, MA. July 22-24th, 2013.
Osgood N, Liu J. 2014. “An Introduction to Using Markov Chain Monte Carlo Approaches with Dynamic Models” accepted (with revisions) December 2013 for inclusion in Rahmandad et al., Analytical Handbook for Dynamic Modelers. Cambridge MA. MIT Press (forthcoming).