JSM 2023 Program

17 A Bayesian Modeling of Variance of Intensive Biomarker Data as a Predictor of Health Outcomes

Co-authors: Michael Elliott (University of Michigan), Zhenke Wu (University of Michigan), Margaret Hicken (University of Michigan)

18 A Bayesian Nonparametric Model for External Data with Application to Clinical Trials

Dehua Bi

Co-authors: Yuan Ji (The University of Chicago)

19 A hierarchical errors-in-variables Bayesian lognormal hurdle model for galactic globular clusters

Samantha Berek

Co-authors: Gwendolyn Eadie (University of Toronto), Joshua Speagle (University of Toronto), William Harris (McMaster University)

20 A new accuracy metric under three classes when subclasses are involved and its confidence interval

Nan Nan (State University of New York at Buffalo)

Co-authors: Lili Tian (SUNY At Buffalo)

22 A Novel Dynamic Network Model for Link Prediction

Shubhajit Sen

Co-authors: Rui Song (North Carolina State University), Wenbin Lu (North Carolina State University), Elynn Chen

23 An analysis of missing data patterns in likely transgender participants

Shikha Shrestha

Co-authors: Suzanne Thornton (Swarthmore College)

28 Bringing Practical Statistical Science to AI and Machine Learning Model Fairness Testing

Victor Lo (Fidelity Investments)

Co-authors: Sayan Datta (Fidelity Investments), Youssouf Salami (Fidelity Investments), Melinda Thielbar (Fidelity Investments)

29 Cancer risk estimation in the presence of outcome ascertainment gaps and competing risks

Danping Liu (National Institutes of Health)

Co-authors: Emily Wu (Emory University, Rollins School of Public Health), Joanna Shih (National Cancer Institute), Cari Kitahara (National Cancer Institute), Li Cheung (National Cancer Institute)

31 Deriving Power Analyses of Standard Rodent Neurobehavioral Tests: A contribution to assessing reproducibility across studies

Kathryn Konrad (DLH)

Co-authors: Sandra McBride (Social and Scientific Systems, a DLH Corporation), Helen Cunny (NIEHS), G. Jean Harry (NIEHS Mechanistic Toxicology Branch)

32 Developing Dynamic Latent Process Methodology for High-Dimensional Biomarker Trajectories

jiachen cai

Co-authors: Brian Tom (MRC Biostatistics Unit, University of Cambridge), Robert Goudie (MRC Biostatistics Unit, University of Cambridge)

33 Distribution of Sample Median for dependent samples and Application to Nonparametric Regression

Tianyuan Guan

Co-authors: Marepalli Rao (University of Cincinnati)

34 Estimating causal effects of interventions altering social connectivity patterns

Shinpei Nakamura-Sakai

Co-authors: Laura Forastiere (Yale University)

36 Functional data analysis of lung CT histograms to characterize COPD severity

Maggie Zhai (San Diego State University)

Co-authors: Kyle Hasenstab (San Diego State University)

37 How to deal with non-responder groups in preclinical studies

Alexis Rotureau

Co-authors: Sylviane Gautheron (Sanofi Pasteur Ltd), Julie Piolat (Sanofi Pasteur Ltd), Alice Raillard (Sanofi Pasteur Ltd), Lingyi Zheng

38 Incorporating Behavioural Change into Infectious Disease Transmission Models

Madeline Ward

Co-authors: Rob Deardon (University of Calgary), Lorna Deeth (University of Guelph), Caitlin Ward (University of Minnesota)

40 Instability in Cancer Incidence Rates

Jordan Baker

Co-authors: John Keighley (Kansas University Medical Center), Lynn Chollet Hinton (University of Kansas Medical Center)

41 LAGO: The adaptive Learn-As-you-GO design for multi-stage intervention studies

Ante Bing

Co-authors: Donna Spiegelman (Yale School of Public Health), Daniel Nevo (Tel Aviv University), Judith Lok (Boston University)

42 Latent Multimodal Functional Graphical Model Estimation

Katherine Tsai

Co-authors: Boxin Zhao (University of Chicago), Oluwasanmi Koyejo (University of Illinois), Mladen Kolar

43 Longitudinal benefit:risk analysis in clinical trials using desirability of outcome ranking(DOOR)

Shiyu Shu

Co-authors: Guoqing Diao (George Washington University), Scott Evans (George Washington University), Toshimitsu Hamasaki (George Washington University)

44 Machine Learning Applications to Survey Quality Control and Fraud Detection

Timothy Van Blarcom (D3 Systems)

Co-authors: Kriscel Berrum (D3 Systems), Liam Spoletini (D3 Systems)

46 Measuring Wildfire Pollution Health Impact Across California

Brandon Feng

Co-authors: Brian Reich (North Carolina State University), Ana Rappold (US EPA)

47 Model free Shapley values for high dimensional data

Naofumi Hama (Hitachi Ltd.)

Co-authors: Masayoshi Mase (Hitachi, Ltd.), Art Owen (Stanford University)

48 Model-based Clustering of Single-cell RNA-Seq Data via Mixtures of Zero-Inflated Distributions

Zahra A.Shirazi

Co-authors: Pedro Assuncao Rangel (Master's Graduate Student), Camila De Souza (University of Western Ontario)

49 Modeling Trajectory Heterogeneity: Beyond SAS PROC TRAJ

Yaojie Wang (Northwestern University Feinberg School of Medicine)

Co-authors: Norrina Allen (Northwestern University), Lucia Petito (Northwestern University, Feinberg School of Medicine)

51 Multi-modal data integration using PCA with multivariate longitudinal LCA for patient stratification

Matthew Ponzini

Co-authors: Sandra Taylor, Machelle Wilson, Kyoungmi Kim (University of California, Davis), Ezra Morrison (University of California, Davis)

53 Multiple Objective-Nutrition Recommendations with Deep Learning on Food Image Recognition

Haiyan Yu (Chongqing University of Posts and Telecomms)

Co-authors: Senlin Li (Chongqing University of Posts and Telecommunications), Kun Zhang (Chongqing University of Posts and Telecommunications)

54 Predicting missed HIV clinic visits with machine learning models using iEngage cohort data

Jiaying Hao

Co-authors: Dustin Long (University of Alabama at Birmingham), Byron Jaeger (Wake Forest School of Medicine), Mei Li (UAB)

55 RNA secondary structure prediction by Statistical Sampling and Applications to Studies of Regulatory

Ye Ding (Wadsworth Center, New York State Department of Health)

56 Separating Covariance Adjustment from Impact Estimation in Randomized and Quasiexperimental Studies

Joshua Wasserman (University of Michigan)

Co-authors: Ben Hansen (University of Michigan)

59 Statistical Issues in Developmental and Reproductive Toxicology Studies

Angela Jeffers

Co-authors: Keith Shockley (National Institute of Health), Helen Cunny (NIEHS)

60 Statistical Leverage Score Approximation for Kernel Empirical Risk Minimization

Yifan Chen

Co-authors: Yun Yang

61 Stratified Max-combo test under non-proportional hazards

Yumeng Wang

Co-authors: Prabhu Bhagavatheeswaran

62 Survival Analysis of Grouped and Binned Survival Data: A Case Study

Hyejeong Jang (Wayne State University/Karmanos Cancer Institute)

Co-authors: Ibrahim Azar (Wayne State University), Hirva Mamdani (Wayne State University/Karmanos Cancer Institute), Seongho Kim (Wayne State University)

63 The Performance of Prediction Intervals for Future Studies

Fahad AlAmer

Co-authors: Lifeng Lin

64 The seat-belt use rate study, based on Iowa's Data

Zirou Zhou (Iowa State University)

Co-authors: Emily Berg

65 Tree-Regularized Bayesian Latent Class Analysis: Subtyping Dietary Patterns

Mengbing Li

Co-authors: Briana Stephenson (Harvard T.H. Chan School of Public Health), Zhenke Wu (University of Michigan)

66 Using Bayesian hierarchical models for controlled post hoc subgroup analysis of clinical trials

Elena Shergina (University of Kansas Medical Center)

Co-authors: Kimber Richter (University of Kansas Medical Centre), Christine Makosky Daley (Lehigh University), Babalola Faseru (University of Kansas Medical Centre), Won S. Choi (University of Kansas Medical Centre), Byron Gajewski (University of Kansas Medical Center)

67 Variance component score test for multivariate change point detection in smartphone sensor data

Melissa Martin (University of Pennsylvania)

Co-authors: Ian Barnett (University of Pennsylvania)

68 Weight Calibration in the Joint Modelling of Medical Cost and Mortality

Seong Hoon Yoon

Co-authors: Alain Vandal (The University of Auckland), Claudia Rivera (University of Auckland)

WITHDRAWN A New Ensemble Demand Forecasting System for Online Retail's Price Elasticity

Co-authors: Bangxin Zhao (Walmart Global Tech), Raviteja Chunduri (Walmart Global Tech), Shadab Khan (Walmart Global Tech), Ayushi Sanjay Kumar (Walmart Global Tech), Shuhan Xu (Walmart Global Tech), Lijie Wan (Walmart Lab, Sunnyvale)

WITHDRAWN Application of Statistical Machine Learning in Biomarker Selection

Co-authors: Ritwik Vashistha, Zubdahe Noor (Global Product Development, Pfizer Healthcare India Private Limited, Chennai, India), Shibasish Dasgupta (Global Product Development, Pfizer Healthcare India Private Limited, Chennai, India), Jie Pu (Global Product Development, Pfizer Inc., New York, NY, USA), Shibing Deng (Pfizer)

WITHDRAWN Archetype Analysis of bird migration patterns using Bayesian Methods

Co-authors: Abraham Arbelaez, Ephraim Hanks (Penn State)

WITHDRAWN Bayesian Classification Trees for Survey Data under Informative Samples

Co-authors: Diya Bhaduri (University of Missouri-Columbia), Scott Holan (University of Missouri/U.S. Census Bureau), Daniell Toth (US Bureau of Labor Statistics)

WITHDRAWN Beyond ComBat: Functional Hybrid Effect Model in Multi-site Neuroimaging Harmonization

Co-authors: Harshita Dogra, Chao Huang (Florida State University), Rongjie Liu (Florida State University)

WITHDRAWN Clustering of coupled processes in the block particle filter using the LASSO

WITHDRAWN Estimation of Conditional Average Treatment Effects for Time-to-event Outcomes with Competing Risks

Co-authors: Runjia Li (University of Pittsburgh), Chung-Chou Chang (University of Pittsburgh)

WITHDRAWN Infant Mortality Rate in Developed and Developing Countries – A Comparison

Co-authors: Afroza Sharmin

WITHDRAWN Markov Process Applications for Famine Early Warning Systems

Co-authors: Aishwarya Venkat, Elena Naumova (Tufts University)

WITHDRAWN Modelling Atmospheric Dispersion: A Bayesian approach for estimating some source parameters

Co-authors: Ali Gargoum (United Arab Emirates University, College of Business & Economics)

WITHDRAWN Multi-tissue Transcriptome-wide Association Studies with High Dimensional Transfer Learning

Co-authors: Yan Dora Zhang (Department of Statsitics and Actuarial Science, The University of Hong Kong), Daoyuan Lai (The University of Hong Kong)

WITHDRAWN Statin Therapy is Linked with Better Hypertension Treatment and Control from 2009 to 2020

Co-authors: Brent Egan (AMA), Jiexiang Li (College of Charleston)

WITHDRAWN Statistical and scientific considerations for Bayesian modelling of vaccine stability studies

Co-authors: Stephen Karanja (Janssen Pharmaceutical Companies of Johnson & Johnson), Francisca Galindo Garre1 (Janssen Pharmaceutical Companies of Johnson & Johnson), Stan Altan, Hans Coppenolle (Janssen Pharmaceutical Companies of Johnson & Johnson)

WITHDRAWN Win ratio approach to designing clinical trials on the Early Stage of Alzheimer Disease

Co-authors: Chengjie Xiong (Washington University in St Louis)

SPAAC Poster Competition — Topic Contributed Poster Presentations

53 Presentations

Session participants