Tech Reports 2018

Previous tech reports are available here.

2018

Id Authors Title
18-01 T.J. Killeen & T.P. Hettmansperger Bivariate Tests for Location Based on Data Depth
18-02 M.N. Lemus, V.H. Lachos, C.E. Galarza & L.A. Matos Estimation and Diagnostics for Partially Censored Regression Models Based on Heavy-Tailed Distributions
18-03 S. Neupane, K. Fučíková, L.A. Lewis, L. Kuo, M-H. Chen & P.O. Lewis Assessing Combinability of Phylogenomic Data using Bayes Factors
18-04 H. Bar & E. Schifano Differential Variation and Expression Analysis
18-05 Q. Deng, Y-Y. Zhang, D. Roy & M-H. Chen Superiority of Combining Two Independent Trials in Interim Futility Analysis
18-06 C.E. Galarza, V.H. Lachos & P. Zhang Logistic Quantile Regression for Bounded Outcomes Using a New Family of Heavy-Tailed Distributions
18-07 Y. Zhang, N. Ravishanker, J.N. Ivan & S.A. Mamun Where can Conflicts be Surrogates for Crashes? An Investigation Based on Semi-parametric Statistical Approach
18-08 A. Thavaneswaran & N. Ravishanker Estimating Functions for Circular Time Series Modeling
18-09 H. Bar, J. Booth, M. Wells & K. Liu Facilitating High Dimensional Classification Via Empirical Bayes Variable Selection
18-10 W.L. Wang, L.M. Castro, V-H Lachos & T-I Lin Model-based Clustering of Censored Data via Mixtures of Factor Analyzers
18-11 G. Hu & F. Huffer Modified Kaplan-Meier Estimator and Nelson-Aalen Estimator with Geographical Weighting for Survival Data
18-12 P. Zhang, D.K. Dey & Z. Yang Model-Based Methods for Social Network Analysis: A Review
18-13 M.C. De Oliveira, L.M. Castro, D.K. Dey & D. Sinha Bregman Divergence to Generalize Bayesian Influence Measures for Data Analysis
18-14 D. Li, X. Wang & D.K. Dey Power Link Functions in Modeling Dependent Ordinal Data
18-15 S. Mohammed, D.K. Dey & Y. Zhang Bayesian Variable Selection Using Spike and Slab Prior with Application to High Dimensional EEG Data by Local Modeling
18-16 S. Mohammed & D.K. Dey Assessing Malaria Using Neutral Zone Classifiers with Mixture Discriminant Analysis on 2D Images of Red Blood Cells
18-17 Y. Xue, H. Wang, J. Yan & E.D. Schifano An Online Updating Approach for Testing the Proportional Hazards Assumption with Streams of Big Survival Data
18-18 Y. Liu & X. Wang Bayesian Nonparametric Monotone Regression of Dynamic Latent Traits in Item Response Models
18-19 Y. Xue, E.D. Schifano & G. Hu Online Updating of Nonparametric Survival Estimator and Nonparametric Survival Test
18-20 X. Wang Simultaneously Modeling and Detecting Local Dependence in Dynamic Item Response Models
18-21 Y. Zhang, Z. Ouyang, W-J. Qian, R.D. Smith, W.H. Wong & R.W. Davis Statistical Inference of LC-MS: Missing Data Imputation, Normalization, and Detection of Differential Expression
18-22 Z. Ma, M-H. Chen & G. Hu Bayesian Hierarchical Spatial Regression Models for Spatial Data in the Presence of Missing Covariates with Applications
18-23 Y. Zhang Generalized Joint Principal Trend Analysis for Longitudinal High-dimensional Data with Lagged Associations
18-24 E.D. Schifano A Review of Analysis Methods for Secondary Outcomes in Case-Control Studies
18-25 A. de la Cruz Huayanay, J. L. Bazan, V.G. Cancho &D.K. Dey Performance of Asymmetric Links and Correction Methods for Imbalanced Data in Binary Regression
18-26 H. Li, M-H. Chen, J.G. Ibrahim, S. Kim, A.K. Shah & J. Lin Bayesian Network Meta-Regression Hierarchical Models Using Heavy-Tailed Multivariate Random Effects with Covariate-Dependent Variances
18-27 G. Hu & H. Wang Minimax Optimal Subsampled Markov Chain Monte Carlo
18-28 Z. Ma, M-H. Chen & Y. Tang Bayesian Meta-Regression Model Using Heavy-Tailed Random-effects with Missing Sample Sizes for Self-thinning Meta-data
18-29 Y. Xue, E.D. Schifano & G. Hu Geographically Weighted Cox regression for Prostate Cancer Survival Data in Louisiana
18-30 J. Wu, M-H. Chen, E.D. Schifano & J. Yan Online Updating of Survival Analysis