JSM 2024 Program

27 A Joint Model for a Generalized Linear Mixed Model with Mis-Measured and Censored Covariates

2:00 PM - 3:50 PM

Co-authors: Lang Wu (University of British Columbia)

28 A Novel Method for Fast and Accurate P-value Estimation

2:00 PM - 3:50 PM

Co-authors: Xiaohan Liu (Beijing National Day School), Jianjun Zhang (University of North Texas), Qiuying Sha (Michigan Technological University)

29 A SAS Macro for Instrumental Variable Analysis

2:00 PM - 3:50 PM

Gomathy Parvathinathan (Stanford University)

Co-authors: Sai Liu (Stanford University), Xingxing Cheng (Stanford school of medicine), Margaret Stedman (Stanford University)

31 Analysis of Veterans' Non-disclosure of Suicidal Thoughts

2:00 PM - 3:50 PM

MEIKE NIEDERHAUSEN (Oregon Health & Science University)

Co-authors: Steven Dobscha (VA Health Services Research & Development Center to Improve Veteran Involvement in Care (CIVIC)), Kathleen Carlson (VA Health Services Research & Development Center to Improve Veteran Involvement in Care (CIVIC)), Nazanin Bahraini (Rocky Mountain MIRECC for VA Suicide Prevention), Edward Post (Veterans Affairs Central Office), Robert Handley (VA Health Services Research & Development Center to Improve Veteran Involvement in Care (CIVIC)), Apoorva Salvi, Victoria J. Elliott (VA Health Services Research & Development Center to Improve Veteran Involvement in Care (CIVIC)), Annabelle L. Rynerson (VA Health Services Research & Development Center to Improve Veteran Involvement in Care (CIVIC)), Lauren M. Denneson (VA Health Services Research & Development Center to Improve Veteran Involvement in Care (CIVIC))

32 Bayesian Knowledge Distillation with Uncertainty Quantification

2:00 PM - 3:50 PM

Luyang Fang

Co-authors: Yongkai Chen, Wenxuan Zhong (University of Georgia), Ping Ma (University of Georgia)

33 Comparing statistical models for identifying rapid decline in chronic kidney disease

2:00 PM - 3:50 PM

Xue Yu (Stanford University)

Co-authors: Vivek Charu, Shuchi Anand (Stanford University), Nishantha Nanayakkara (Kandy Teaching Hospital), Penny Vlahos (University of Connecticut), Rohana Chandrajith (University of Peradeniya), Maria Montez-Rath (Stanford University)

34 Constrained Clustering via Bayesian Constrained Random Graph Partitions

2:00 PM - 3:50 PM

Srijato Bhattacharyya (Texas A&M University)

Co-authors: Huiyan Sang, Bani Mallick (Texas A&M University)

35 Contextual Scale Adaptation Psychometrics: A Novel Application of Temporal Measurement Invariance

2:00 PM - 3:50 PM

Sean Rice (Oregon Health & Science University)

36 Deep Learning in Dynamic Prediction of Multivariate Longitudinal and Survival Data

2:00 PM - 3:50 PM

Sori Lundin (The University of Texas Science Center At Houston)

Co-authors: Paul Schulz (The University of Texas Health Science Center at Houston (UTHealth) McGovern Medical School), Cui Tao (Department of Artificial Intelligence and Informatics)

37 Dementia Risk Prediction using Electronic Health Records Data from the Hong Kong Hospital Authority

2:00 PM - 3:50 PM

Muhammad Danish

Co-authors: Lihua Huang (Chinese University of Hong Kong), Tung Wai Auyueng (Chinese University of Hong Kong), Jenny SW Lee (Chinese University of Hong Kong), Jill Abrigo (Chinese University of Hong Kong), Timonthy CY Kwok (Chinese University of Hong Kong), Yingying Wei (The Chinese University of Hong Kong), Cecilia W. Lo (University of Pittsburgh), Erik Fung (Chinese University of Hong Kong)

38 Dynamic Treatment Regimes for Clustered Datasets under Within- and Between-Group Interference

2:00 PM - 3:50 PM

Alexandra Mossman (University of Waterloo)

Co-authors: Michael Wallace (University of Waterloo), Yeying Zhu (University of Waterloo)

39 Employment Dynamics of Parents Receiving Subsidized Child Care in Illinois

2:00 PM - 3:50 PM

Thao Tran (Chapin Hall)

Co-authors: Robert Goerge (Chapin Hall at the University of Chicago)

40 Enhancing Model Efficiency: Feature Selection Using Generative Model & Sparse Reduced Rank Regression

2:00 PM - 3:50 PM

Rittwika Kansabanik

Co-authors: Adrian Barbu (Florida State University)

41 Evaluating the Performance of AI Models Under Multiple Criteria

2:00 PM - 3:50 PM

Youssouf Salami (Fidelity Investments)

Co-authors: Victor Lo (Fidelity Investments), Sayan Datta (Fidelity Investments)

42 Factor Models for High-Dimensional Data

2:00 PM - 3:50 PM

Kazeem Kareem (Michigan Technological University)

Co-authors: Fan Dai (Michigan Technological University)

43 Likelihood Ratio Combination of Multiple Biomarkers via Smoothing Spline Estimated Densities

2:00 PM - 3:50 PM

Zhiyuan Du

Co-authors: Pang Du (Virginia Tech)

44 Incorporating prior information in gene expression network-based cancer heterogeneity analysis.

2:00 PM - 3:50 PM

Rong Li

Co-authors: Shaodong Xu (Renmin University of China), Yang Li (Renmin University of China), Shuangge Ma (Yale University)

45 Informative missingness in real-world data

2:00 PM - 3:50 PM

Martina Mueller (Medical University of South Carolina)

Co-authors: Kathleen Cartmell (Clemson University), Suparna Qanungo (Medical University of South Carolina, Charleston, SC), Guarav Kumar (Tata Medical Center, Kolkata, India)

46 Integration of High-Dimensional Functional Annotation Data to Identify Rare Germline Genetic Variant

2:00 PM - 3:50 PM

Naishu Kui

Co-authors: Yao Yu (MD Anderson Cancer Center), Paul Scheet, Donghui Li (University of Texas, MD Anderson Cancer Center), Chad Huff (University of Texas, MD Anderson Cancer Center), Ryan Sun (University of Texas, MD Anderson Cancer Center)

47 Jointly Modeling Quantitative and Qualitative Outcomes: A Bayesian Approach

2:00 PM - 3:50 PM

Prince Buti

Co-authors: Min Wang (University of Texas At San Antonio)

48 Longitudinal Bayesian G-Computation Approach for Outcome and Confounder Count Data with Excess Zeros

2:00 PM - 3:50 PM

Annan Deng (New York University School of Medicine)

Co-authors: Samrachana Adhikari (NYU School of Medicine), Seungha Um (New York University School of Medicine)

50 Modeling Precipitation in Indonesia via Interacting Spatio-Temporal Processes

2:00 PM - 3:50 PM

Mira Isnainy

Co-authors: Christopher Wikle (University of Missouri-Columbia)

51 Multi-population Fine-mapping through Joint Analysis of GWAS Marginal Summary Statistics

2:00 PM - 3:50 PM

Jiayi Shen

Co-authors: Lai Jiang (University of Southern California), Kan Wang (University of Southern California), Anqi Wang (University of Southern California), Fei Chen (University of Southern California), Paul Newcombe (University of Cambridge), David Conti (University of Southern California), Christopher Haiman (USC Keck School of Medicine)

52 Navigating missing data challenges in machine learning

2:00 PM - 3:50 PM

Belal Hossain (University of British Columbia)

Co-authors: Mohsen Sadatsafavi (University of British Columbia), James C Johnston (British Columbia Centre for Disease Control), Hubert Wong (University of British Columbia), Victoria J Cook (British Columbia Centre for Disease Control), Mohammad Ehsanul Karim (The University of British Columbia)

53 Optimal monitoring of infectious disease and inference using a transitional prediction model

2:00 PM - 3:50 PM

Leyao Zhang

Co-authors: Peter Song (University of Michigan)

54 Optimizing Discovery in Vast Chemical Space: Integrating AI/ML with SELFIES for Molecular Innovation

2:00 PM - 3:50 PM

Vincent Liu

Co-authors: Ying Nian Wu (University of California Los Angeles)

55 Proportional Hazards Mixture Cure Models for End-Stage Kidney Disease

2:00 PM - 3:50 PM

Nathan Meyer

Co-authors: Semhar Michael (South Dakota State University), Hossein Moradi Rekabdarkolaee (South Dakota State University), Brandon Varilek (South Dakota State University), Surachat Ngorsuraches (Auburn University), Patti Brooks (Dakota State University)

56 Reconstructing individual patient data from extracted overall and cause-specific survival curves

2:00 PM - 3:50 PM

Jessica Aldous

Co-authors: Krithika Suresh, Tian Xie, Batoul Nasser (Oakland University William Beaumont School of Medicine), Jamie Takayesu (Department of Radiation Oncology, University of Michigan), Matthew Schipper, Will Jackson (Department of Radiation Oncology, University of Michigan)

57 Replication and extension of existing tooth ID models- is it generalizable?

2:00 PM - 3:50 PM

Vishakha Malhotra

Co-authors: Christopher Seaman (UCSF Affiliate), Isabel Elaine Allen (Professor, Epidemiology & Biostatistics)

58 Scalar on Elastic Shape Regression

2:00 PM - 3:50 PM

Sayan Bhadra (Florida State University)

Co-authors: Anuj Srivastava (Florida State University)

59 Spatial Classification with Noisy and Incomplete Data

2:00 PM - 3:50 PM

James Thompson (Baylor University)

Co-authors: Joon Jin Song (Baylor University), Kyuhee Shin (Center for Atmospheric REmote Sensing (CARE), Department of Atmospheric Sciences, Kyungpook National), GyuWon Lee (Center for Atmospheric REmote Sensing (CARE), Department of Atmospheric Sciences, Kyungpook National)

60 Spatiotemporal Modeling of the Hemodynamic Response for functional MRI Analysis

2:00 PM - 3:50 PM

Jungin Choi (Johns Hopkins University)

Co-authors: Martin Lindquist (Johns Hopkins University), Abhirup Datta (Johns Hopkins University)

61 Statistical collaboration to emulate target screening trial for second primary lung cancer

2:00 PM - 3:50 PM

Chloe Su

Co-authors: Eunji Choi (Stanford University, School of Medicine), Michelle C. Odden (Stanford University, School of Medicine), Summer Han (Stanford University)

62 Stratified hypothesis test on difference in expected duration of response in RCTs

2:00 PM - 3:50 PM

Nan Sun (Bristol Myers Squibb)

Co-authors: Tina Young (AbbVie), Chun-Che Wen (Medical University South Carolina), Miin-Jye Wen (National Cheng-Kung University), Chih-Wei Chin (National Cheng Kung University)

63 Use of Real-World Evidence in Health Technology Assessment Decision Making

2:00 PM - 3:50 PM

Julia Ma (AbbVie)

Co-authors: Yingyi Liu (AbbVie)

64 Vaping: The Key to Quitting Cigarettes or a Gateway to Addiction?

2:00 PM - 3:50 PM

Jessica Hill (Kent State University)

Co-authors: Tianyuan Guan

65 Win Ratio Approach in Bayesian Monitoring for Clinical Trials with Multiple Time-to-Event Endpoints.

2:00 PM - 3:50 PM

Xinran Huang (The Universiy of Texas Health Science Center)

Co-authors: Jian Wang (UT MD Anderson Cancer Center), Jing Ning (University of Texas, MD Anderson Cancer Center)

SPAAC Poster Competition — Topic Contributed Poster Presentations

37 Presentations