Publications by Lang Wu
2018
A Mechanistic Nonlinear Model for Truncated and Mis-Measured Time-varying Covariates in Survival Models, with Applications in HIV/AIDS. Journal of the Royal Statistical Society, C. 2018;. .
Modeling semi-continuous longitudinal data with order constraints. Statistics in Medicine. 2018;. .
A joint model for mixed and censored longitudinal data and survival data, with application to HIV vaccine studies. Biostatistics. 2018;19(3). .
2017
Two-Step and Likelihood Methods for Joint Models of Longitudinal and Survival Data. Communication in Statistics. 2017;46(8). .
2016
Quantifying Uncertainty in Lumber Grading and Strength Prediction: A Bayesian Approach. Technometrics [Internet]. 2016;58:236–243. http://dx.doi.org/10.1080/00401706.2015.1033108 .
2015
A moving blocks empirical likelihood method for longitudinal data. Biometrics [Internet]. 2015;71:616–624. http://onlinelibrary.wiley.com/doi/10.1111/biom.12317/abstract .
A flexible approach for multivariate mixed-effects models in the presence of non-ignorable missingness and measurement error. Journal of Statistical Computation and Simulation. 2015;. .
The SAGE handbook of multilevel modeling. International Journal of Research & Method in Education [Internet]. 2015;38:100–101. http://dx.doi.org/10.1080/1743727X.2014.986027 .
2014
Applied Multivariate Statistical Analysis and Related Topics with R(Chinese Edition). 北京: Science Press; 2014. .
2013
Property Modeling of Changbai Larch ( Larix Olgensis Henry) Veneers in Relation to Stand and Tree Variables. Wood and Fiber Science [Internet]. 2013;45:314–329. http://wfs.swst.org/index.php/wfs/article/view/2023 .
Dynamic performance modelling and measuring for machine tools with continuous-state wear processes. International Journal of Production Research [Internet]. 2013;51:4718–4731. http://dx.doi.org/10.1080/00207543.2013.793858 .
Multivariate one-sided tests for nonlinear mixed-effects models. Canadian Journal of Statistics [Internet]. 2013;41:453–465. http://onlinelibrary.wiley.com/doi/10.1002/cjs.11180/abstract .
2012
Hierarchical likelihood methods for nonlinear and generalized linear mixed models with missing data and measurement errors in covariates. Journal of Multivariate Analysis [Internet]. 2012;109:42–51. http://www.sciencedirect.com/science/article/pii/S0047259X12000528 .
Joint Models for Longitudinal and Time-to-Event Data: With Applications in R. CRC Press; 2012. .
Loss of Heterozygosity (LOH) Profiles—Validated Risk Predictors for Progression to Oral Cancer. Cancer Prevention Research [Internet]. 2012;5:1081–1089. http://cancerpreventionresearch.aacrjournals.org/content/5/9/1081 .
Two-step and likelihood methods for HIV viral dynamic models with covariate measurement errors and missing data. Journal of Applied Statistics [Internet]. 2012;39:963–978. http://dx.doi.org/10.1080/02664763.2011.632404 .
Unique FISH Patterns Associated with Cancer Progression of Oral Dysplasia. Journal of Dental Research [Internet]. 2012;91:52–57. http://jdr.sagepub.com/content/91/1/52 .
2011
Analysis of Longitudinal and Survival Data: Joint Modeling, Inference Methods, and Issues. Journal of Probability and Statistics [Internet]. 2011;2012:e640153. http://www.hindawi.com/journals/jps/2012/640153/abs/ .
Approximate Bounded Influence Estimation for Incompletely Observed Longitudinal Data. Journal of Statistical Planning and Inference. 2011;141:2321–2330. .
Bayesian inference on joint models of HIV dynamics for time-to-event and longitudinal data with skewness and covariate measurement errors. Statistics in Medicine [Internet]. 2011;30:2930–2946. http://onlinelibrary.wiley.com/doi/10.1002/sim.4321/abstract .
Multiple Imputation Methods for Multivariate One-Sided Tests with Missing Data. Biometrics [Internet]. 2011;67:1452–1460. http://onlinelibrary.wiley.com/doi/10.1111/j.1541-0420.2011.01597.x/abstract .
2010
HIV Viral Dynamic Models With Censoring and Informative Dropouts. Statistics in Biopharmaceutical Research [Internet]. 2010;2:220–228. http://amstat.tandfonline.com/doi/abs/10.1198/sbr.2009.0072 .
Joint Inference on HIV Viral Dynamics and Immune Suppression in Presence of Measurement Errors. Biometrics [Internet]. 2010;66:327–335. http://onlinelibrary.wiley.com/doi/10.1111/j.1541-0420.2009.01308.x/abstract .
Some asymptotic results for semiparametric nonlinear mixed-effects models with incomplete data. Journal of Statistical Planning and Inference [Internet]. 2010;140:52–64. http://www.sciencedirect.com/science/article/pii/S0378375809001888 .
A note on the ordered means of exponential family. Far East Journal of Theoretical Statistics. 2010;31:69–75. .
2009
A Longitudinal Study of Children's Aggressive Behaviors and Their Relationships with Potential Predictors. Canadian Journal of Statistics. 2009;37:435–452. .
Mixed Effects Models for Complex Data. CRC Press; 2009. .
2008
Joint inference for nonlinear mixed-effects models and time to event at the presence of missing data. Biostatistics [Internet]. 2008;9:308–320. http://biostatistics.oxfordjournals.org/content/9/2/308 .
An approximate method for nonlinear mixed-effects models with nonignorably missing covariates. Statistics & Probability Letters [Internet]. 2008;78:384–389. http://www.sciencedirect.com/science/article/pii/S0167715207002519 .
A semiparametric nonlinear mixed-effects model with non-ignorable missing data and measurement errors for HIV viral data. Computational Statistics & Data Analysis [Internet]. 2008;53:112–122. http://www.sciencedirect.com/science/article/pii/S0167947308003290 .
2007
A computationally efficient method for nonlinear mixed-effects models with nonignorable missing data in time-varying covariates. Computational Statistics & Data Analysis [Internet]. 2007;51:2410–2419. http://www.sciencedirect.com/science/article/pii/S0167947306002556 .
HIV viral dynamic models with dropouts and missing covariates. Statistics in Medicine [Internet]. 2007;26:3342–3357. http://onlinelibrary.wiley.com/doi/10.1002/sim.2816/abstract .
2006
Generalized linear mixed models with informative dropouts and missing covariates. Metrika [Internet]. 2006;66:1–18. http://link.springer.com/article/10.1007/s00184-006-0083-6 .
Some Improved Tests for Multivariate One-Sided Hypotheses. Metrika [Internet]. 2006;64:23–39. http://link.springer.com/article/10.1007/s00184-006-0028-0 .
2004
Nonlinear mixed-effect models with nonignorably missing covariates. Canadian Journal of Statistics [Internet]. 2004;32:27–37. http://onlinelibrary.wiley.com/doi/10.2307/3315997/abstract .
Simultaneous inference for longitudinal data with detection limits and covariates measured with errors, with application to AIDS studies. Statistics in Medicine [Internet]. 2004;23:1715–1731. http://onlinelibrary.wiley.com/doi/10.1002/sim.1748/abstract .
A Note on One-Sided Tests with Multiple Endpoints. Biometrics [Internet]. 2004;60:276–280. http://onlinelibrary.wiley.com/doi/10.1111/j.0006-341X.2004.00159.x/abstract .
Exact and Approximate Inferences for Nonlinear Mixed-Effects Models With Missing Covariates. Journal of the American Statistical Association [Internet]. 2004;99:700–709. http://dx.doi.org/10.1198/016214504000001006 .
2003
On the validity of the likelihood ratio and maximum likelihood methods. Journal of Statistical Planning and Inference [Internet]. 2003;117:59–81. http://www.sciencedirect.com/science/article/pii/S0378375802003592 .
2002
A class of conditional tests for a multivariate one-sided alternative. Journal of Statistical Planning and Inference [Internet]. 2002;107:155–171. http://www.sciencedirect.com/science/article/pii/S0378375802002501 .
Flexible Weighted Log-Rank Tests Optimal for Detecting Early and/or Late Survival Differences. Biometrics [Internet]. 2002;58:997–1004. http://onlinelibrary.wiley.com/doi/10.1111/j.0006-341X.2002.00997.x/abstract .
A defense of the likelihood ratio test for one-sided and order-restricted alternatives. Journal of Statistical Planning and Inference [Internet]. 2002;107:173–186. http://www.sciencedirect.com/science/article/pii/S0378375802002513 .
A Joint Model for Nonlinear Mixed-Effects Models With Censoring and Covariates Measured With Error, With Application to AIDS Studies. Journal of the American Statistical Association [Internet]. 2002;97:955–964. http://amstat.tandfonline.com/doi/abs/10.1198/016214502388618744 .
Identification of significant host factors for HIV dynamics modelled by non-linear mixed-effects models. Statistics in Medicine [Internet]. 2002;21:753–771. http://onlinelibrary.wiley.com/doi/10.1002/sim.1015/abstract .
Missing time-dependent covariates in human immunodeficiency virus dynamic models. Journal of the Royal Statistical Society: Series C (Applied Statistics) [Internet]. 2002;51:297–318. http://onlinelibrary.wiley.com/doi/10.1111/1467-9876.00270/abstract .
2001
A multiple imputation method for missing covariates in non-linear mixed-effects models with application to HIV dynamics. Statistics in Medicine [Internet]. 2001;20:1755–1769. http://onlinelibrary.wiley.com/doi/10.1002/sim.816/abstract .
2000
Some model-restricted shrinkage estimators for contingency tables with missing data. Metrika [Internet]. 2000;50:221–245. http://link.springer.com/article/10.1007/s001840050047 .