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CC = Vancouver Convention Centre   F = Fairmont Waterfront Vancouver
* = applied session       ! = JSM meeting theme

Keyword Search Criteria: EM algorithm returned 26 record(s)
Sunday, 07/29/2018
Addressing Overfitting in Mixtures of Factor Analyzers
Jeffrey L Andrews, University of British Columbia Okanagan


An Expectation Conditional Maximization Approach for Gaussian Graphical Models
Zehang Li, University of Washington; Tyler McCormick, University of Washington


Mixtures of Contaminated Shifted Asymmetric Laplace Factor Analyzers
Brian C Franczak, MacEwan University


A Model-Based Clustering to Identify Disease-Associated SNPs
Li Xing, University of Victoria; Xuekui Zhang, University of Victoria; Yan Xu, University of Victoria; Weiliang Qiu, Brigham and Women's Hosptial/Harvard Medical School


Finite Mixture-Of-Gamma Distributions: Estimation, Inference, and Model-Based Clustering
Derek S. Young, University of Kentucky; Xi Chen, University of Kentucky; Dilrukshi Hewage, University of Kentucky; Ricardo N. Poyanco, FONDAP Center for Genome Regulation
2:20 PM

BLMM: Linear Mixed Effects Model for Big Data Using Partial EM Procedure
Jang Ik Cho, Case Western Reserve University; Jiayang Sun, Case Western Reserve University
2:35 PM

Statistical Modeling of Animal Movement
Louis-Paul Rivest, Université Laval
2:55 PM

New Developments with the Sequential Parallel Comparison Design
Gheorghe Doros, Boston University; Denis Rybin, Pfizer, Inc
4:05 PM

Variable Selection in Semiparametric Transformation Cure Models with Right-Censored Data
Wenyan Zhong
5:25 PM

Monday, 07/30/2018
Multivariate Zero-Inflated Poisson Regression
Yang Wang, University of Alabama


A Generalized Fellegi-Sunter Framework for Unsupervised Collective Record Linkage in Clustered Relational Data with Applications to Electronic Health Records
Nicole Solomon, Duke University Medical Center; Sean M O'Brien, Duke University Medical Center; Joseph Lucas, Duke University


Parameter Estimation using EM algorithm for Constant-stress and Step-stress Accelerated Life Tests under Interval Monitoring
Tianyu Bai; David Han, University of Texas At San Antonio
9:50 AM

Tuesday, 07/31/2018
Cluster-Level Inference Under Element Sampling
Danhyang Lee, Iowa State University; Jae-kwang Kim, Iowa State University; Chris Skinner, London School of Economics and Political Science
8:50 AM

On Some Extensions of Cure Rate Models
Suvra Pal, University of Texas Arlington
10:05 AM

Empirical Bayes Estimation of Small Area Means Under Unmatched Two-Fold Subarea Models
Song Cai, Carleton University; Golshid Chatrchi, Carlelton University; Shonosuke Sugasawa, The University of Tokyo; J.N.K. Rao, Carleton Univeristy
10:55 AM

Constrained Regression via Majorization-Minimization
Jason Xu, UCLA; Kenneth Lange, UCLA
2:35 PM

Semiparametric Transformation Probit Models with Current-Status Data
Jing Qin, National Institute of Allergy and Infectious Diseases, NIH; Hao Liu, Indiana University Melvin and Bren Simon Cancer Center
3:35 PM

Wednesday, 08/01/2018
Mixtures of Poisson Regressions with Measurement Errors
Xiaoqiong Fang; Derek S. Young, University of Kentucky
9:05 AM

Semiparametric Estimation of the Cure Fraction in Population-Based Cancer Survival Analysis
Ennan Gu, University of South Carolina; Jiajia Zhang, University of South Carolina
9:05 AM

Genome-Wide Gaussian Process Regression for Survival Time Prediction
Aaron J. Molstad, Fred Hutchinson Cancer Research Center; Wei Sun, Fred Hutchinson Cancer Research Center; Li Hsu, Fred Hutchinson Cancer Research Center, USA
9:50 AM

Longitudinal Independent Component Modeling Framework for fMRI Decomposition
Yikai Wang, Emory University; Ying Guo, Emory University
10:35 AM

Applications of the Mixturegram for Determining the Number of Components in Finite Mixture Models
Chenlu Ke, University of Kentucky; Derek S. Young, University of Kentucky; Xiaoxue Zeng, Apple. Inc
2:35 PM

Bias Reduction in Logistic Regression with Missing Responses When the Missing-Data Mechanism Is Non-Ignorable
Vivek Pradhan
2:35 PM

Thursday, 08/02/2018
A Test of Homogeneity for Two-Sample, Two-Component Mixture Models
Ollivier Hyrien, Fred Hutchinson Cancer Research Center
9:15 AM

Frailty Model for Time-To-Event Data on a Social Network
Fangda Song, The Chinese University of Hong Kong; Jing Chu, University of Michigan; Yingying Wei, The Chinese University of Hong Kong
9:20 AM

A Flexible Zero-Inflated Regression Model
Eric Roemmele; Derek S. Young, University of Kentucky
9:20 AM