JSM 2012 Home

JSM 2012 Online Program

The views expressed here are those of the individual authors and not necessarily those of the JSM sponsors, their officers, or their staff.

Online Program Home
My Program

Keyword Search

Keyword Search Criteria: logistic returned 69 record(s)
Sunday, 07/29/2012
Measurement Errors and Misclassifications in Covariates in Logistic Regression: Bayesian Adjustment of Main and Interaction Effects and the Sample Size Implications
Shahadut Hossain, UAE University
2:05 PM

A Multivariate Hidden Markov Model for the Analysis of Correlated Monotone Binary Processes
Maria Jose Garcia Zattera, Pontificia Universidad Católica de Chile; Alejandro Jara, Pontificia Universidad Católica de Chile; Emmanuel Lesaffre, Katholieke Universiteit Leuven; Guillermo Marshall, Pontificia Universidad Católica de Chile
2:05 PM

Lung Cancer Risk Prediction with Stochastic Covariates
Denise M Danos, Louisiana State University Health Sciences Center; Neal Simonsen, Louisiana State University Health Sciences Center; Elizabeth Fontham, Louisiana State University Health Sciences Center; Evrim Oral, Louisiana State University Health Sciences Center
2:35 PM

Identifying Gender-Specific Factors Related to Stem Retention ar a Large State Univiersity
Ulrike Genschel, Iowa State University; John Riddles, Iowa State University; Ian Mouzon, Iowa State University; Alicia L. Carriquiry, Iowa State University; Monica Degnan, Iowa State University; Elgin Johnston, Iowa State University; Kenneth Koehler, Iowa State University; Wolfgang Kliemann, Iowa State University; Hien Nguyen, Iowa State University
2:35 PM

Diagnostics for Logistic-Type Regression Models Using Stochastic Processes
Ivy Liu, Victoria University of Wellington; Estate Khmaladze, Victoria University of Wellington; Haizhen Wu, Massey University
2:50 PM

Test for the Coefficient Parameters of the Logistic Regression from a Small Sample
Toshinari Kamakura, Chuo University
3:05 PM

Logistic Regression of Binary Independent Variables in a Bahadur Framework
Wenyaw Chan, The University of Texas at Houston; Chih-Hsien Wu, The University of Texas at Houston; Lin-An Chen, National Chiao-Tung University; Elaine Symanski, The University of Texas at Houston
3:20 PM

Ranking Colleges by Categories
Jerome Keating, The University of Texas at San Antonio; Robert L Mason, Southwest Research Institute; Ryan S Gill, University of Louisville
3:20 PM

Logistic Bayesian Lasso for Detecting Rare Haplotypes Using Family Trios
Meng Wang, The Ohio State University; Shili Lin, The Ohio State University
3:35 PM

Small-Area Confidence Bounds on Small Cell Proportions in Survey Populations
Eric Slud, U.S. Census Bureau; Aaron Gilary, U.S. Census Bureau; Jerry Maples, U.S. Census Bureau
4:25 PM

Robust Permutation Tests for Homogeneity of Fingerprint Patterns of Dioxin Congener Profiles
Chu-Chih Chen, National Health Research Institutes; Pranab K. Sen, The University of North Carolina at Chapel Hill
4:50 PM

Sample Allocation for the Redesigned National Compensation Survey
Tiandong Li, Westat; Hyunshik James Lee, Westat; Gwyn Ferguson, Bureau of Labor Statistics; Chester H Ponikowski, Bureau of Labor Statistics; Bradley Rhein, Bureau of Labor Statistics
5:05 PM

Monday, 07/30/2012
Logistic Regression Versus Discriminant Analysis: Empirical Simulations Investigating Prediction Performance in Biometrical Data
Robert G. Downer, Grand Valley State University


Looking Back at South Africa: Analyzing and Reviewing the 2010 FIFA World Cup
Roland Deutsch, The University of North Carolina at Greensboro


Gaussian Variational Approximation for Overdispersed Generalized Linear Mixed Models
Aklilu Habteab Ghebretinsae, I-Biostat; Geert Molenberghs, I-BioStat/Universiteit Hasselt/Katholieke Universiteit Leuven; Christel Faes, I-Biostat


AccuScore: Don't Bet on It
Jay Schaffer, University of Northern Colorado


The Hosmer-Lemeshow Goodness-of-Fit Test: Does the Grouping Really Matter?
Hillary Rivera, University of Arkansas for Medical Sciences; Keith Williams, University of Arkansas for Medical Sciences; Zoran Bursac, University of Arkansas for Medical Sciences ; Dave Hosmer, University of Massachusetts


A Method for Missing Data Problems in Epidemiologic Studies with Historical Exposure
Xinbo Zhang, Oregon Health and Science University; Bryan Langholz, University of Southern California School of Medicine; Myles Cockburn, University of Southern California


The Performance of the Linear Logistic Test Model and the 2-Pl Constrained Model When the Q-Matrix Is Misspecified: A Simulation Study
George MacDonald, University of South Florida; Jeffrey Kromrey, University of South Florida; Sarah VanIngen, University of South Florida


Predicting Goal Scoring in Hockey
Brian Macdonald, U.S. Military Academy; Rodney Sturdivant, U.S. Military Academy; Craig Lennon, U.S. Military Academy


Ethics and Gender Effect on Intimacy Attitudes Toward Wheelchair Users
Xiaohui Wang, The University of Texas Pan American; Irmo Marini, The University of Texas Pan American


Emerging Experiences on Adaptive Clinical Trial Data Monitoring
Sue-Jane Wang, FDA
9:00 AM

Reverse Regression in Randomized Clinical Trials with Nonignorable Nonresponse
Zhiwei Zhang, FDA/CDRH; Kyeongmi Cheon, National Institute of Child Health and Human Development
9:15 AM

Comparing the Performance of Disease Risk Score Analysis, Propensity Score Analysis, and Multivariate Logistic Regression in a Simulated Data Set for Estimating Odds Ratios (OR)
In-Lu Amy Liu, Kaiser Permanente; Jiaxiao M Shi, Kaiser Permanente; Wansu Chen, Kaiser Permanente
9:20 AM

Comparisons of Various Techniques in Propensity Score Estimation Using Simulation
Jiaxiao M Shi, Kaiser Permanente; Wansu Chen, Kaiser Permanente
9:35 AM

A Mixed-Effect Logistic Regression Model for Predicting Virologic Response in the Treatment of Hepatitis C
Weiping Deng, Merck; Kenneth Koury, Merck
9:50 AM

Optimizing Call Patterns for Landline and Cell Phone Surveys
Rebecca Reimer, NORC; Robert Montgomery, NORC; Karen Wooten, National Center for Immunization and Respiratory Diseases
9:50 AM

Nonresponse Bias Adjustment in Establishment Surveys: A Comparison of Weighting Methods Using the Agricultural Resource Management Survey (ARMS)
Morgan Earp, Bureau of Labor Statistics; Jaki McCarthy, National Agricultural Statistics Service; Frauke Kreuter, Joint Program in Survey Methodology; Roger Tourangeau, Westat
9:55 AM

A Diagnostic of Influential Cases in Generalized Linear Mixed Models
Junfeng Shang, Bowling Green State University
10:50 AM

Correlated Logistic Regression with Generalized Method of Moments Estimators
Trent L Lalonde, University of Northern Colorado; Jeffrey R Wilson, Arizona State University
11:15 AM

Modeling for Assessment of Environmental Health Data
Shailendra Banerjee, CDC
12:05 PM

Tuesday, 07/31/2012
Forecasting the U.S. Population with the Gompertz Growth Curve
Peter Pflaumer, Technical University of Dortmund


Use of Bayesian Priors to Assist Ability Estimation for Nonexistent Maximum Likelihoods in 3-Parameter Logistic Models for Item Response Theory Applications
Jerry Gorham, Pearson, Inc.; Huijuan Meng, Pearson, Inc.; Marijana Dragan, National Council of State Boards of Nursing


A Comparison of Power in Normal Theory Approximation to Bayesian MCMC Procedures
Jiang Yuan, Baylor University; John W. Seaman, PhD, Baylor University; James Stamey, Baylor University


Application of Generalized Linear Models to Predict Semiconductor Yield
Wenjun Ke, Arizona State University


Precision of ED50 Estimate for Four-Parameter Logistic Model with Different Slopes and Testing Plans
Jianfang Hu, Merck


Utilizing 2008--2009 CMS Medicare Data to Demonstrate the Overuse of Computed Tomography Scanning in Medicare Patients
Emma Boswell, Trinity Partners; Zheng Wang, Trinity Partners; Fotios Kokkotos, Trinity Partners; Hong Yu Xiao, Cornell University; Xuan Dong, Cornell University; Hao Tong, Cornell University; Yang Liu, Cornell University


An Analysis of Approaches to Presence-Only Data
Trevor Hastie, Stanford University; Will Fithian, Stanford University
8:35 AM

Weighted Logistic Regression Modeling for Semi-Supervised Classification
Shuichi Kawano, Osaka Prefecture University
8:50 AM

Minimal Plus One Point Designs for Testing Lack of Fit for Some Sigmoid Curve Models
Ying Su, Merck; Damaraju Raghavarao, Temple University
2:20 PM

A Search for Robust Model-Based Small-Area Estimation Methods for the National Ambulatory Medical Care Survey (NAMCS)
Vladislav Beresovsky, National Center for Health Statistics; Donald Malec, National Center for Health Statistics
2:35 PM

Phase I Dose-Finding Designs for Optimal Biological Dose
Yong Zang, MD Anderson Cancer Center; Jack Lee, Ph.D., MD Anderson Cancer Center; Ying Yuan, MD Anderson Cancer Center
2:50 PM

Wednesday, 08/01/2012
Development of a Bayesian Joint Logistic Model (BJLM) to Better Study the Association Between Haplotypes and Disease
Anthony D'Amelio, MD Anderson Cancer Center; Carol Etzel, MD Anderson Cancer Center


An Adaptation of Weighted Case-Control Logistic Regression to Predict Alcohol Withdrawal in Hospitalized Patients
G. Kolm, Christiana Center for Outcomes Research; Edward Ewen, Christiana Care Health System


Modeling Highly Complex Models of Disease Risk
Bethany Vohlers, North Carolina State University; Erika Alpeter, North Carolina State University


Bayesian Lasso Regression for Zero-Inflated Spatial Data
Rajib Paul, Western Michigan University; Magdalena Niewiadomska-Bugaj, Western Michigan University; Amy B. Curtis, Western Michigan University; Catherine L. Kothari, Western Michigan University
8:35 AM

Causal Inference for Multilevel Data Through Propensity Score and Prognostic Score Adjustment: The Case of Bernoulli-Distributed Outcomes
Bing Yu, University of Toronto; Guanglei Hong, The University of Chicago
8:55 AM

Sparse Covariate Dependent Binary Markov Networks
Jie Cheng, University of Michigan; Ji Zhu, University of Michigan; Liza Levina, University of Michigan
9:20 AM

A Regression-Adjusted Hockey Plus-Minus Metric
Robert B Gramacy, The University of Chicago; Shane T Jensen, The Wharton School; Matthew A Taddy, The University of Chicago
9:25 AM

Sparse Logistic Normal Regression for Modeling Over-Dispersed Count Data with an Application to Microbiome Data Analysis
FAN XIA, The University of Hong Kong; Hongzhe Li, University of Pennsylvania
9:35 AM

Global Summary of Treatment Impact Using Multiple Patient Outcomes
Brian Claggett, Harvard University; Lu Tian, Stanford University; Sihai Dave Zhao, Harvard School of Public Health; Lee-Jen Wei, Harvard University
9:35 AM

Equivalence of Improvement in Area Under ROC Curve and Linear Discriminant Analysis Coefficient Under Assumption of Normality
Olga Demler, Boston University; Michael Pencina, Boston University; Ralph D'Agostino, Boston University
10:50 AM

Clustering and Biclustering of Relational Data
Alejandro Murua, Université de Montréal; Thierry Chekouo Tekougang, Université de Montréal
11:25 AM

The Rise in Multiple Births in the U.S.: An Analysis of a Hundred-Million Birth Records with R
Susan Ranney, Revolution Analytics
11:50 AM

Model Selection for Categorical Data When the Interaction Effect Is Presented
Pannapa Changpetch, Penn State University; Dennis Lin, Penn State University
2:20 PM

Quantile Regression for Competing Risks Data with Missing Cause of Failure
Yanqing Sun, The University of North Carolina at Charlotte; Huixia Judy Wang, North Carolina State University; Peter B Gilbert, University of Washington/Fred Hutchinson Cancer Research Center
2:25 PM

Statistical Strategies for Developing Classification Algorithms with Application to Insulin Sensitivity Status
Wenting Xie; Charmaine S Tam, Pennington Biomedical Research Center; Bin Li, Louisiana State University; Eric Ravussin, Pennington Biomedical Research Center; William D. Johnson, Pennington Biomedical Research Center
2:35 PM

Conditional Logistic Regression Estimators for Ordinal or Multinomial Outcomes and Complex Survey Data
Babette A Brumback, University of Florida; Zhulin He, University of Florida; Hao Zheng, University of Florida; Amy Dailey, Gettysburg College; Zhuangyu Cai, University of Florida
2:45 PM

An Equivalence of Conditional and Unconditional Maximum Likelihood Estimators via Infinite Replication of Observations for Matched Pairs Designs
Zhulin He, University of Florida; Babette A Brumback, University of Florida
3:05 PM

Ranking Institutions by Clustered Hospitalization Records
Yan Wang, University of California at Los Angeles Fielding School of Public Health; David Zingmond, University of California at Los Angeles; Honghu Liu, University of California at Los Angeles School of Dentistry
3:05 PM

A Study of Homelessness
Renjin Tu, Columbus State University
3:35 PM

Thursday, 08/02/2012
Bridging Conditional and Marginal Inference for Spatially Referenced Binary Data
Laura Boehm, North Carolina State University; Brian Reich, North Carolina State University;
8:35 AM

Estimating the Number of U.S. Farms with Adjustment for Misclassification
Denise A Abreu, USDA/National Agricultural Statistics Service; Kenneth K Lopiano, University of Florida; Samuel C Garber, National Agricultural Statistics Service; Andrea C Lamas, National Agricultural Statistics Service; Linda J Young, University of Florida
9:15 AM

Utilizing a Logistic Regression Approach for Weighting Adjustment in a Longitudinal Data Set
Michael Sinclair, NORC; Wan-Ying Chang, National Science Foundation; Julia Batishev , NORC; Michael Yang, NORC
9:15 AM

Polytomous Logistic Regression with Multi-Cohort Longitudinal Surveys
Ivan Carrillo-Garcia, NISS; Alan F. Karr, NISS
9:55 AM

Creating an Automated Industry and Occupation-Coding Process for the American Community Survey
Michael Kornbau, U.S. Census Bureau; Julie Vesely, U.S. Census Bureau; Matthew Thompson, U.S. Census Bureau
10:35 AM

Protective Estimation of Random Intercept Logistic Regression When Data Are Missing at Random
Sophia Rabe-Hesketh, University of California at Berkeley; Anders Skrondal, Norwegian Institute of Public Health
11:35 AM

A Bayesian Approach to the Instrumental Variable Problem with a Binary Outcome and a Binary Treatment
Rodney Sparapani, Medical College of Wisconsin; Purushottam Laud, Medical College of Wisconsin; Jessica Pruszynski, Medical College of Wisconsin; Robert McCulloch, The University of Texas
11:35 AM

Too Many Covariates and Too Few Cases? A Comparative Study
Qingxia Chen, Vanderbilt University; Yuwei Zhu, Vanderbilt University; Keipp H Talbot, Vanderbilt University; Marie R Griffin, Vanderbilt University; Frank E Harrell, Vanderbilt University; Patrick Arbogast, Kaiser Permanente
12:05 PM




2012 JSM Online Program Home

For information, contact jsm@amstat.org or phone (888) 231-3473.

If you have questions about the Continuing Education program, please contact the Education Department.