Publications (selected):

• Multivariate meta-analysis of heterogeneous studies using only summary statistics: efficiency and robustness (JASA, 2015) [Journal Link]

• Mediators of Exposure Therapy for Youth Obsessive-Compulsive Disorder: Specificity and Temporal Sequence of Client and Treatment Factors (BETH, 2015) [Journal Link]

• Temporal Relationship between Vitamin D Status and Parathyroid Hormone in the United States (PLOS-one, 2015) [Journal Link]

• Integrative Data Analysis for Research in Developmental Psychopathology (DevPsy, 2015)
  

• Meta Analysis with Fixed, Unknown, Study-specific Parameters (JASA, 2014) [Journal Link]

• Exact meta-analysis approach for discrete data and its application to 2x2 tables with rare events (JASA, 2014)[Jounral Link]

• A Split-and-Conquer Approach for Analysis of Extraordinarily Large Data (Statistica Sinica, 2014) (Banff/BIRS workshop video) [Journal Link]
  (An earlier version -- DIMACS Tech Report in January 2012)
  

• A confidence distribution approach for an efficient network meta-analysis (Statistical Methodology, 2014) (special volume in memory of Prof. K. Singh) [Journal Link]

• A Latent Source Model to Detect Multiple Spatial Clusters with Application in a Mobile Sensor Network for Surveillance of Nuclear Materials. (JASA, 2013) [Jounral Link]

• Confidence Distribution, the Frequentist Distribution Estimator of a Parameter -- a Review (International Statistical Review, 2013) [Journal Link]

• Dicussions and Rejoinder on: Confidence Distribution, the Frequentist Distribution Estimator of a Parameter -- a Review (International Statistical Review, 2013) [Journal Link]

• Incorporating Expert Opinions with Information from Binomial Clinical Trials  (Annals of Applied Statistics, 2013) [Journal Link]

• A note on Dempster-Shafer recombination of confidence distributions (EJS 2012) [Journal Link]

• CD Posterior - Combining Prior and Data Through Confidence Distributions to apear in "Contemporary Developments in Bayesian Analysis and Statistical Decision Theory : A Festschrift for William E. Strawderman". IMS Collection, Volume 8. (D. Fourdrinier, et al. Eds) (2012).
  

• Nonparametric and Semiparametric Regression Analysis of Group Testing Samples (IJSMR, 2012)

• Nurses' Practice Environments, Error Interception Practices, and Inpatient Medication Errors. (Journal of Nursing Scholarship, 2012) [Journal Link]

• Confidence Distributions and a Unified Framework for Meta-analysis (JASA, 2011) [Journal Link]

• Discussions on Professor Fraser’s article on “Is Bayes posterior just quick and dirty confidence?” (Statistical Sciences, 2011) 

• Sensor Management Problems of Nuclear Detection  (in "Safty and Risk Modeling and its Applications", Springer (H. Pham ed.), 2011).
  

• Investigating the Impact of Uncertainty About Item Parameters on Ability Estimation(Psychometrika 2011). [Journal Link]

• Port of entry inspection policies: Incorporation of measurement errors. (Annals of Operational Research, 2011). [Journal Link]
  

• A Note on Dichotomization of Continuous Response Variable in Presence of Measuring Errors (Statistics in Medicine, 2010). [Journal Link]
  

• Multi-Objective Optimization of a Port-of-Entry Inspection Policy.  (IEEE Transaction-ASE, 2010). [Journal Link]

• Bootstrap Method. (International Encyclopedia of Education, 2010). [Publication Link]

• Confidence Intervals for Population Ranks in the Presence of Ties or Near Ties. (JASA, 2009) [Journal Link]

• A latent model to detecting multiple temporal clusters.(Biometrics, 2009).

• Port-of Entry Inspection: Sensor Deployment Policy and Optimization.  (IEEE Transactions-ASE, 2009).

• Patient Complexity in Quality Comparisons for Glycemic Control: an Observational Study.  (Implementation Science, 2009).

• Analysis of Heterogeneous Data Using Varying-Scale Generalized Linear Models. (JASA, 2008). [Supplementary.]  [Journal Link]

An intriguing example ("outlying posterior phenomenon" -- now named "discrepant posterior phenomenon")

Posterior is more extreme than both the prior and the likelihood! <<<<< Is it a paradox or something else?

Recent Talks:

• Confidence Distribution, the Frequentisst Distribution Estimator of a Parameter & a General Framework for Combining Information

• A General Framework for Combining Information & A Frequentist Approach to Incorporate Expert Opinions

• A Latent Model to Detect Multiple Clusters of Varying Sizes

• Statistical Inference for Ranks of Health Care Facilities in the Presence of Ties and Near Ties

Software Package:

• gmeta: Meta-Analysis via a Unified Framework under Confidence Distribution

     The gmeta algorithm can be used to carry out the following meta-analysis methods

1. Combination of p-values

•      Fisher's method
•      Stouffer (normal) method
•      Tippett (min) method
•      Max method
•      Sum method

2. Model based meta-analysis method

•      Fixed-effect model
•      Random-effect model
•      Robust method1 (a small number of large studies)
•      Robust method2 (a large number of small studies)

3. Combine evidence from 2x2 tables

•      Mantel-Haenszelmethod  (odd ratio) (see supplementary notes)
•      Peto's method (log odd ratio) (see supplementary notes)
•      Exact method1 (odd ratio) - ref. Liu et al (Manuscript)
•      Tian's exact method (Exact method2) (risk difference)) - ref. Tian et al. 2009 (see supplementary notes)