All Stories

  1. A new MM algorithm for constrained estimation in the proportional hazards model

    Article • Computational Statistics & Data Analysis, April 2015, Elsevier

    Dr Guo-Liang TIAN

  2. Type I multivariate zero-inflated Poisson distribution with applications

    Article • Computational Statistics & Data Analysis, March 2015, Elsevier

    Dr Guo-Liang TIAN

  3. Incomplete Categorical Data Design: Non-Randomized Response Techniques for Sensitive Questions in Surveys by Guo-Liang Tian and Man-Lai Tang

    Article • International Statistical Review, November 2014, Wiley

    Dr Guo-Liang TIAN

  4. SCAD-Penalized Least Absolute Deviation Regression in High-Dimensional Models

    Article • Communication in Statistics- Theory and Methods, October 2014, Taylor & Francis

    Mingqiu Wang, Dr Guo-Liang TIAN

  5. A new test for the proportionality of two large-dimensional covariance matrices

    Article • Journal of Multivariate Analysis, October 2014, Elsevier

    Dr Guo-Liang TIAN

  6. A new non-randomized response model: The parallel model

    Article • Statistica Neerlandica, September 2014, Wiley

    Dr Guo-Liang TIAN

  7. Testing homogeneity of proportion ratios for stratified correlated bilateral data in two-arm randomized clinical trials

    Article • Statistics in Medicine, June 2014, Wiley

    Dr Guo-Liang TIAN

  8. Sample size determination for the parallel model in a survey with sensitive questions

    Article • Journal of the Korean Statistical Society, June 2014, Elsevier

    Dr Guo-Liang TIAN

  9. Two-sample Non Randomized Response Techniques for Sensitive Questions

    Article • Communication in Statistics- Theory and Methods, December 2013, Taylor & Francis

    Dr Guo-Liang TIAN

  10. A variant of the parallel model for sample surveys with sensitive characteristics

    Article • Computational Statistics & Data Analysis, November 2013, Elsevier

    Dr Guo-Liang TIAN

  11. Variable selection in the high-dimensional continuous generalized linear model with current status data

    Article • Journal of Applied Statistics, September 2013, Taylor & Francis

    Mingqiu Wang, Dr Guo-Liang TIAN

  12. Estimation of nonparametric regression models with a mixture of Berkson and classical errors

    Article • Statistics & Probability Letters, April 2013, Elsevier

    Dr Guo-Liang TIAN

  13. Multi-category parallel models in the design of surveys with sensitive questions

    Article • Statistics and Its Interface, January 2013, International Press of Boston

    Dr Guo-Liang TIAN

  14. Analysis for temporal gene expressions under multiple biological conditions

    Article • Statistics in Biosciences, May 2012, Springer Science + Business Media

    Dr Guo-Liang TIAN

  15. Accelerating the quadratic lower-bound algorithm via optimizing the shrinkage parameter

    Article • Computational Statistics & Data Analysis, February 2012, Elsevier

    Dr Guo-Liang TIAN

  16. A note on the binomial model with simplex constraints

    Article • Computational Statistics & Data Analysis, December 2011, Elsevier

    Dr Guo-Liang TIAN

  17. Efficient algorithms for generating truncated multivariate normal distributions

    Article • Acta Mathematicae Applicatae Sinica English Series, September 2011, Springer Science + Business Media

    Dr Guo-Liang TIAN

  18. Dirichlet and Related Distributions

    Article • April 2011

    Dr Guo-Liang TIAN

  19. Bayesian Missing Data Problems: EM, Data Augmentation and Noniterative Computation by Ming T. Tan, Guo-Liang Tian, Kai Wang Ng

    Article • International Statistical Review, December 2010, Wiley

    Dr Guo-Liang TIAN

  20. Further properties and new applications of the nested Dirichlet distribution

    Article • Computational Statistics & Data Analysis, February 2010, Elsevier

    Dr Guo-Liang TIAN

  21. Bayesian Missing Data Problems

    Article • August 2009

    Dr Guo-Liang TIAN

  22. Dose and Sample Size Determination for Multi-Drug Combination Studies

    Article • Statistics in Biopharmaceutical Research, August 2009, Taylor & Francis

    Dr Guo-Liang TIAN

  23. Sample Surveys With Sensitive Questions: A Nonrandomized Response Approach

    Article • The American Statistician, February 2009, Taylor & Francis

    Dr Guo-Liang TIAN

  24. Regularized (bridge) logistic regression for variable selection based on ROC criterion

    Article • Statistics and Its Interface, January 2009, International Press of Boston

    Dr Guo-Liang TIAN

  25. Bayesian non-randomized response models for surveys with sensitive questions

    Article • Statistics and Its Interface, January 2009, International Press of Boston

    Dr Guo-Liang TIAN

  26. Exact and approximate unconditional confidence intervals for proportion difference in the presence of incomplete data

    Article • Statistics in Medicine, November 2008, Wiley

    Dr Guo-Liang TIAN

  27. EM-type algorithms for computing restricted MLEs in multivariate normal distributions and multivariate -distributions

    Article • Computational Statistics & Data Analysis, June 2008, Elsevier

    Dr Guo-Liang TIAN

  28. Grouped Dirichlet distribution: A new tool for incomplete categorical data analysis

    Article • Journal of Multivariate Analysis, March 2008, Elsevier

    Dr Guo-Liang TIAN

  29. Efficient methods for estimating constrained parameters with applications to regularized (lasso) logistic regression

    Article • Computational Statistics & Data Analysis, March 2008, Elsevier

    Dr Guo-Liang TIAN

  30. Statistical inference and prediction for the Weibull process with incomplete observations

    Article • Computational Statistics & Data Analysis, January 2008, Elsevier

    Dr Guo-Liang TIAN

  31. An exact non-iterative sampling procedure for discrete missing data problems

    Article • Statistica Neerlandica, May 2007, Wiley

    Dr Guo-Liang TIAN

  32. Predictive analyses for nonhomogeneous Poisson processes with power law using Bayesian approach

    Article • Computational Statistics & Data Analysis, May 2007, Elsevier

    Dr Guo-Liang TIAN

  33. Two new models for survey sampling with sensitive characteristic: design and analysis

    Article • Metrika, April 2007, Springer Science + Business Media

    Dr Guo-Liang TIAN

  34. On improved EM algorithm and confidence interval construction for incomplete tables

    Article • Computational Statistics & Data Analysis, March 2007, Elsevier

    Dr Guo-Liang TIAN

  35. A new non-randomized model for analysing sensitive questions with binary outcomes

    Article • Statistics in Medicine, January 2007, Wiley

    Dr Guo-Liang TIAN

  36. Hierarchical models for repeated binary data using the IBF sampler

    Article • Computational Statistics & Data Analysis, March 2006, Elsevier

    Dr Guo-Liang TIAN

  37. A multivariate random-effects model with restricted parameters: application to assessing radiation therapy for brain tumours

    Article • Statistics in Medicine, January 2006, Wiley

    Dr Guo-Liang TIAN

  38. Statistical Analysis for Tumor Xenograft Experiments in Drug Development

    Article • March 2005, World Scientific Pub Co Pte Lt

    Dr Guo-Liang TIAN

  39. Testing multivariate normality in incomplete data of small sample size

    Article • Journal of Multivariate Analysis, March 2005, Elsevier

    Dr Guo-Liang TIAN

  40. Hierarchical Models for Tumor Xenograft Experiments in Drug Development

    Article • Journal of Biopharmaceutical Statistics, December 2004, Taylor & Francis

    Dr Guo-Liang TIAN

  41. Repeated-measures models with constrained parameters for incomplete data in tumour xenograft experiments

    Article • Statistics in Medicine, January 2004, Wiley

    Dr Guo-Liang TIAN

  42. Exact statistical solutions using the inverse Bayes formulae

    Article • Statistics & Probability Letters, April 2003, Elsevier

    Dr Guo-Liang TIAN

  43. Experimental design and sample size determination for testing synergism in drug combination studies based on uniform measures

    Article • Statistics in Medicine, January 2003, Wiley

    Dr Guo-Liang TIAN

  44. Small-Sample Inference for Incomplete Longitudinal Data with Truncation and Censoring in Tumor Xenograft Models

    Article • Biometrics, September 2002, Wiley

    Dr Guo-Liang TIAN

  45. EXPLICIT BAYESIAN SOLUTION FOR INCOMPLETE PRE-POST TEST PROBLEMS USING INVERSE BAYES FORMULAE

    Article • Communication in Statistics- Theory and Methods, May 2001, Taylor & Francis

    Dr Guo-Liang TIAN

  46. Characteristic Functions of L1-Spherical and L1-Norm Symmetric Distributions and Their Applications

    Article • Journal of Multivariate Analysis, February 2001, Elsevier

    Dr Guo-Liang TIAN

  47. Statistical Inference for Truncated Dirichlet Distribution and Its Application in Misclassification

    Article • Biometrical Journal, December 2000, Wiley

    Dr Guo-Liang TIAN

  48. The comparison between polynomial regression and orthogonal polynomial regression

    Article • Statistics & Probability Letters, July 1998, Elsevier

    Dr Guo-Liang TIAN