Part of the Public Health Commons

Works by Xinyan Zhang in Public Health

2023

Applications of Kullback-Leibler Information as a Measure of Diagnostic Accuracy, Hani Samawi, Jingjing Yin, Xinyan Zhang, Lili Yu, Haresh Rochani, Robert Vogel, Chen Mo
Haresh Rochani

On Diagnostic Accuracy Measure With Cut-points Criterion for Ordinal Disease Classification Based on Concordance and Discordance, Jing Kersey, Hani Samawi, Jingjing Yin, Haresh Rochani, Xinyan Zhang
Haresh Rochani

Further Improving the Performance of Logistic Regression Analysis Using Double Extreme Ranking, Hani Samawi, Xinyan Zhang, Haresh Rochani
Haresh Rochani

Measuring Diagnostic Accuracy and Selecting Optimal Cutpoints for K-class Diseases Based on Concordance and Discordance with Application, Jing X. Kersey, Hani Samawi, Jingjing Yin, Haresh Rochani Dr., Xinyan Zhang
Haresh Rochani

Quantiles Naïve, Ratio and Difference Estimators for Efficient Stratified Sampling Designs, Haresh Rochani, Hani W. Samawi, Xinyan Zhang
Haresh Rochani

On Efficient Logistic Regression Analysis Via Extreme Ranking, Hani Samawi, Xinyan Zhang, Haresh Rochani
Haresh Rochani

Quantiles Naïve, Ratio and Difference Estimators for Efficient Stratified Sampling Designs, Haresh Rochani, Hani W. Samawi, Xinyan Zhang
Hani M. Samawi

Measuring Diagnostic Accuracy and Selecting Optimal Cutpoints for K-class Diseases Based on Concordance and Discordance with Application, Jing X. Kersey, Hani Samawi, Jingjing Yin, Haresh Rochani Dr., Xinyan Zhang
Hani M. Samawi

New Applications of Kullback-Leibler Information as a Measure of Diagnostic Accuracy and Its Relation to Common ROC Indices, Jingjing Yin, Hani M. Samawi, Xinyan Zhang, Lili Yu, Haresh Rochani, Robert L. Vogel
Hani M. Samawi

On Kullback-leibler Divergence as a Measure for Medical Diagnostics and Cut-point Selection Criterion, Hani Samawi, Jingjing Yin, Xinyan Zhang, Lili Yu, Haresh Rochani, Robert L. Vogel
Hani M. Samawi

Network Meta-Analysis, Lili Yu, Xinyan Zhang
Lili Yu

Regularization in Accelerated Failure Time (AFT) models with frailty parameters, Sarbesh R. Pandeya, Lili Yu, Hani Samawi, Xinyan Zhang
Lili Yu

An Application of Penalized Quasi-likelihood in Variable Selection on Parametric Accelerated Failure Time Models With Frailty, Sarbesh R. Pandeya, Lili Yu, Hani Samawi, Xinyan Zhang
Lili Yu

Applications of Kullback-Leibler Information as a Measure of Diagnostic Accuracy, Hani Samawi, Jingjing Yin, Xinyan Zhang, Lili Yu, Haresh Rochani, Robert Vogel, Chen Mo
Jingjing Yin

On Diagnostic Accuracy Measure With Cut-points Criterion for Ordinal Disease Classification Based on Concordance and Discordance, Jing Kersey, Hani Samawi, Jingjing Yin, Haresh Rochani, Xinyan Zhang
Jingjing Yin

2022

A New Measure of Diagnostic Accuracy with Cut-point Selection Criterion for K-stage Diseases Using Concordance and Discordance, Jing Kersey, Hani Samawi, Jingjing Yin, Haresh Rochani, Xinyan Zhang, Chen Mo
Jing Kersey

Applications of Generalized Kullback-Leibler Divergence as a Measure of Medical Diagnostic and Cut-Point Criterion for K-Stages Diseases, Chen Mo, Hani Samawi, Jingjing Yin, Haresh Rochani, Xinyan Zhang, Jing Kersey
Jing Kersey

On Diagnostic Accuracy Measure With Cut-points Criterion for Ordinal Disease Classification Based on Concordance and Discordance, Jing Kersey, Hani Samawi, Jingjing Yin, Haresh Rochani, Xinyan Zhang
Jing Kersey

Measuring Diagnostic Accuracy and Selecting Optimal Cutpoints for K-class Diseases Based on Concordance and Discordance with Application, Jing X. Kersey, Hani Samawi, Jingjing Yin, Haresh Rochani Dr., Xinyan Zhang
Jing Kersey

On Diagnostic Accuracy Measure With Cut-points Criterion for Ordinal Disease Classification Based on Concordance and Discordance, Jing Kersey, Hani Samawi, Jingjing Yin, Haresh Rochani, Xinyan Zhang
Hani M. Samawi

On Diagnostic Accuracy Measure With Cut-points Criterion for Ordinal Disease Classification Based on Concordance and Discordance, Jing Kersey, Hani Samawi, Jingjing Yin, Haresh Rochani, Xinyan Zhang
Department of Biostatistics, Epidemiology, and Environmental Health Sciences Faculty Publications

2021

Quantiles Naïve, Ratio and Difference Estimators for Efficient Stratified Sampling Designs, Haresh Rochani, Hani W. Samawi, Xinyan Zhang
Department of Biostatistics, Epidemiology, and Environmental Health Sciences Faculty Publications

A New Measure of Diagnostic Accuracy with Cut-point Selection Criterion for K-stage Diseases Using Concordance and Discordance, Jing Kersey, Hani Samawi, Jingjing Yin, Haresh Rochani, Xinyan Zhang, Chen Mo
Hani M. Samawi

Applications of Generalized Kullback-Leibler Divergence as a Measure of Medical Diagnostic and Cut-Point Criterion for K-Stages Diseases, Chen Mo, Hani Samawi, Jingjing Yin, Haresh Rochani, Xinyan Zhang, Jing Kersey
Hani M. Samawi

Applications of Kullback-Leibler Information as a Measure of Diagnostic Accuracy, Hani Samawi, Jingjing Yin, Xinyan Zhang, Lili Yu, Haresh Rochani, Robert Vogel, Chen Mo
Hani M. Samawi

Further Improving the Performance of Logistic Regression Analysis Using Double Extreme Ranking, Hani Samawi, Xinyan Zhang, Haresh Rochani
Hani M. Samawi

On Efficient Logistic Regression Analysis Via Extreme Ranking, Hani Samawi, Xinyan Zhang, Haresh Rochani
Hani M. Samawi

A New Measure of Diagnostic Accuracy with Cut-point Selection Criterion for K-stage Diseases Using Concordance and Discordance, Jing Kersey, Hani Samawi, Jingjing Yin, Haresh Rochani, Xinyan Zhang, Chen Mo
Haresh Rochani

Applications of Generalized Kullback-Leibler Divergence as a Measure of Medical Diagnostic and Cut-Point Criterion for K-Stages Diseases, Chen Mo, Hani Samawi, Jingjing Yin, Haresh Rochani, Xinyan Zhang, Jing Kersey
Haresh Rochani

On Kullback-leibler Divergence as a Measure for Medical Diagnostics and Cut-point Selection Criterion, Hani Samawi, Jingjing Yin, Xinyan Zhang, Lili Yu, Haresh Rochani, Robert L. Vogel
Haresh Rochani

New Applications of Kullback-Leibler Information as a Measure of Diagnostic Accuracy and Its Relation to Common ROC Indices, Jingjing Yin, Hani M. Samawi, Xinyan Zhang, Lili Yu, Haresh Rochani, Robert L. Vogel
Haresh Rochani

Network Meta-Analysis, Lili Yu, Xinyan Zhang
Department of Biostatistics, Epidemiology, and Environmental Health Sciences Faculty Publications

2020

Measuring Diagnostic Accuracy and Selecting Optimal Cutpoints for K-class Diseases Based on Concordance and Discordance with Application, Jing X. Kersey, Hani Samawi, Jingjing Yin, Haresh Rochani Dr., Xinyan Zhang
Department of Biostatistics, Epidemiology, and Environmental Health Sciences Faculty Presentations

New Applications of Kullback-Leibler Information as a Measure of Diagnostic Accuracy and Its Relation to Common ROC Indices, Jingjing Yin, Hani M. Samawi, Xinyan Zhang, Lili Yu, Haresh Rochani, Robert L. Vogel
Lili Yu

On Kullback-leibler Divergence as a Measure for Medical Diagnostics and Cut-point Selection Criterion, Hani Samawi, Jingjing Yin, Xinyan Zhang, Lili Yu, Haresh Rochani, Robert L. Vogel
Lili Yu

Kullback-Leibler Divergence for Medical Diagnostics Accuracy and Cut-point Selection Criterion: How it is related to the Youden Index, Hani Samawi, Jingjing Yin, Xinyan Zhang, Lili Yu, Haresh Rochani, Robert Vogel, Chen Mo
Department of Biostatistics, Epidemiology, and Environmental Health Sciences Faculty Publications

Adopting YouTube to Promote Health: Analysis of State Health Departments, Carmen H. Duke, Jingjing Yin, Xinyan Zhang, Elizabeth Blankenship, Sewuese Akuse, Gulzar H. Shah, Chung-Hong Chan, King-Wa Fu, Zion Tsz-Ho Tse, Isaac Fung
Jingjing Yin

On Efficient Logistic Regression Analysis Via Extreme Ranking, Hani Samawi, Xinyan Zhang, Haresh Rochani
Department of Biostatistics, Epidemiology, and Environmental Health Sciences Faculty Presentations

Applications of Generalized Kullback-Leibler Divergence as a Measure of Medical Diagnostic and Cut-Point Criterion for K-Stages Diseases, Chen Mo, Hani Samawi, Jingjing Yin, Haresh Rochani, Xinyan Zhang, Jing Kersey
Jingjing Yin

A New Measure of Diagnostic Accuracy with Cut-point Selection Criterion for K-stage Diseases Using Concordance and Discordance, Jing Kersey, Hani Samawi, Jingjing Yin, Haresh Rochani, Xinyan Zhang, Chen Mo
Jingjing Yin

On Kullback-leibler Divergence as a Measure for Medical Diagnostics and Cut-point Selection Criterion, Hani Samawi, Jingjing Yin, Xinyan Zhang, Lili Yu, Haresh Rochani, Robert L. Vogel
Jingjing Yin

Further Improving the Performance of Logistic Regression Analysis Using Double Extreme Ranking, Hani Samawi, Xinyan Zhang, Haresh Rochani
Department of Biostatistics, Epidemiology, and Environmental Health Sciences Faculty Publications

2019

Adopting YouTube to Promote Health: Analysis of State Health Departments, Carmen H. Duke, Jingjing Yin, Xinyan Zhang, Elizabeth Blankenship, Sewuese Akuse, Gulzar H. Shah, Chung-Hong Chan, King-Wa Fu, Zion Tsz-Ho Tse, Isaac Fung
Gulzar H. Shah Dr.

BIOS/PUBH 6541: Biostatistics, Xinyan Zhang
Jiann-Ping Hsu College of Public Health Syllabi

PDF

BIOS 9231: Bayesian Statistics I, Xinyan Zhang
Jiann-Ping Hsu College of Public Health Syllabi

PDF

Regularization in Accelerated Failure Time (AFT) models with frailty parameters, Sarbesh R. Pandeya, Lili Yu, Hani Samawi, Xinyan Zhang
Department of Biostatistics, Epidemiology, and Environmental Health Sciences Faculty Presentations

A New Measure of Diagnostic Accuracy with Cut-point Selection Criterion for K-stage Diseases Using Concordance and Discordance, Jing Kersey, Hani Samawi, Jingjing Yin, Haresh Rochani, Xinyan Zhang, Chen Mo
Department of Biostatistics, Epidemiology, and Environmental Health Sciences Faculty Presentations

On Kullback-leibler Divergence as a Measure for Medical Diagnostics and Cut-point Selection Criterion, Hani Samawi, Jingjing Yin, Xinyan Zhang, Lili Yu, Haresh Rochani, Robert L. Vogel
Department of Biostatistics, Epidemiology, and Environmental Health Sciences Faculty Presentations

Applications of Generalized Kullback-Leibler Divergence as a Measure of Medical Diagnostic and Cut-Point Criterion for K-Stages Diseases, Chen Mo, Hani Samawi, Jingjing Yin, Haresh Rochani, Xinyan Zhang, Jing Kersey
Department of Biostatistics, Epidemiology, and Environmental Health Sciences Faculty Presentations

An Application of Penalized Quasi-likelihood in Variable Selection on Parametric Accelerated Failure Time Models With Frailty, Sarbesh R. Pandeya, Lili Yu, Hani Samawi, Xinyan Zhang
Department of Biostatistics, Epidemiology, and Environmental Health Sciences Faculty Presentations

Adopting YouTube to Promote Health: Analysis of State Health Departments, Carmen H. Duke, Jingjing Yin, Xinyan Zhang, Elizabeth Blankenship, Sewuese Akuse, Gulzar H. Shah, Chung-Hong Chan, King-Wa Fu, Zion Tsz-Ho Tse, Isaac Fung
Department of Biostatistics, Epidemiology, and Environmental Health Sciences Faculty Publications

2018

BIOS/PUBH 6541: Biostatistics Fall 2018, Xinyan Zhang
Jiann-Ping Hsu College of Public Health Syllabi

PDF

BIOS 9231: Bayesian Statistics I, Xinyan Zhang
Jiann-Ping Hsu College of Public Health Syllabi

PDF

New Applications of Kullback-Leibler Information as a Measure of Diagnostic Accuracy and Its Relation to Common ROC Indices, Jingjing Yin, Hani M. Samawi, Xinyan Zhang, Lili Yu, Haresh Rochani, Robert L. Vogel
Jingjing Yin

Impact of the Post-Transplant Lymphoproliferative Disorder Subtype on Survival: PTLD Subtype and Survival, Jean L. Koff, Jing-Xia Li, Xinyan Zhang, Jeffrey M. Switchenko, Christopher R. Flowers, Edmund K. Waller
Xinyan (Abby) Zhang

Health Care Disparities Among Octogenarians and Nonagenarians With Stage III Lung Cancer, Richard J. Cassidy, Xinyan Zhang, Jeffrey M. Switchenko, Pretesh R. Patel, Joseph W. Shelton, Sibo Tian, Ronica H. Nanda, Conor E. Steuer, Rathi N. Pillai, Taofeek K. Owonikoko, Suresh S. Ramalingam, Felix G. Fernandez, Seth D. Force, Theresa W. Gillespie, Walter J. Curran, Kristin A. Higgins
Xinyan (Abby) Zhang

The Spike-and-Slab Lasso Cox Model for Survival Prediction and Associated Genes Detection, Xinyan Zhang, Zaixiang Tang, Yueping Shen, Nengjun Yi
Xinyan (Abby) Zhang

Impact of the Post-Transplant Lymphoproliferative Disorder Subtype on Survival: PTLD Subtype and Survival, Jean L. Koff, Jing-Xia Li, Xinyan Zhang, Jeffrey M. Switchenko, Christopher R. Flowers, Edmund K. Waller
Biostatistics Faculty Publications

BIOS 7331: Multivariate Analysis, Xinyan Zhang
Jiann-Ping Hsu College of Public Health Syllabi

PDF

BIOS 9134 - Stochastic Processes for Systems Biology, Xinyan Zhang
Jiann-Ping Hsu College of Public Health Syllabi

PDF

Group Spike-and-Slab Lasso Generalized Linear Models for Disease Prediction and Associated Genes Detection by Incorporating Pathway Information, Zaixiang Tang, Yueping Shen, Yan Li, Xinyan Zhang, Jia Wen, Chen'ao Qian, Wenzhuo Zhuang, Xinghua Shi, Ningjun Yi
Xinyan (Abby) Zhang

New Applications of Kullback-Leibler Information as a Measure of Diagnostic Accuracy and Its Relation to Common ROC Indices, Jingjing Yin, Hani M. Samawi, Xinyan Zhang, Lili Yu, Haresh Rochani, Robert L. Vogel
Biostatistics Faculty Presentations

Health Care Disparities Among Octogenarians and Nonagenarians With Stage III Lung Cancer, Richard J. Cassidy, Xinyan Zhang, Jeffrey M. Switchenko, Pretesh R. Patel, Joseph W. Shelton, Sibo Tian, Ronica H. Nanda, Conor E. Steuer, Rathi N. Pillai, Taofeek K. Owonikoko, Suresh S. Ramalingam, Felix G. Fernandez, Seth D. Force, Theresa W. Gillespie, Walter J. Curran, Kristin A. Higgins
Biostatistics Faculty Publications

2017

Predicting Radiotherapy Response for Patients With Soft Tissue Sarcoma by Developing a Molecular Signature, Zaixiang Tang, Qinghua Zeng, Yan Li, Xinyan Zhang, Xinyan Zhang, Mark J. Suto, Bo Xu, Nengjun Yi
Xinyan (Abby) Zhang

Next-Generation Sequencing and Clinical Outcomes of Patients With Lung Adenocarcinoma Treated With Stereotactic Body Radiotherapy, Richar J. Cassidy, Xinyan Zhang, Pretesh R. Patel, Joseph W. Shelton, Chase E. Escott, Gabriel L. Sica, Michael R. Rossi, Charles E. Hill, Conor E. Steuer, Rathi N. Pillai, Suresh S. Ramalingam, Taofeek K. Owonikoko, Madhusmita Behera, Seth D. Force, Felix G. Fernandez, Walter J. Curran, Kristin A. Higgins
Xinyan (Abby) Zhang

BIOS 9231 - Bayesian Statistics I, Xinyan Zhang
Jiann-Ping Hsu College of Public Health Syllabi

PDF

The Spike-and-Slab Lasso Cox Model for Survival Prediction and Associated Genes Detection, Zaixiang Tang, Yueping Shen, Xinyan Zhang, Nengjun Yi
Xinyan (Abby) Zhang

Stereotactic Body Radiotherapy for Early-Stage Non-Small-Cell Lung Cancer in Patients 80 Years and Older: A Multi-Center Analysis, Richard J. Cassidy, Pretesh R. Patel, Xinyan Zhang, Robert H. Press, Jeffrey M. Switchenko, Rathi N. Pillai, Taofeek K. Owonikoko, Suresh S. Ramalingam, Felix G. Fernandez, Seth D. Force, Walter J. Curran, Kristin A. Higgins
Xinyan (Abby) Zhang

Development of a Radiosensitivity Gene Signature for Patients With Soft Tissue Sarcoma, Zaixiang Tang, Qinghua Zeng, Yan Li, Xinyan Zhang, Jinlu Ma, Mark J. Suto, Bo Xu, Nengjun Yi
Xinyan (Abby) Zhang

The Spike-and-Slab Lasso Cox Model for Survival Prediction and Associated Genes Detection, Xinyan Zhang, Zaixiang Tang, Yueping Shen, Nengjun Yi
Biostatistics Faculty Presentations

The Spike-and-Slab Lasso Generalized Linear Models for Prediction and Associated Genes Detection, Zaixiang Tang, Yueping Shen, Xinyan Zhang, Nengjun Yi
Xinyan (Abby) Zhang

Negative Binomial Mixed Models for Analyzing Microbiome Count Data, Xinyan Zhang, Himel Mallick, Zaixiang Tang, Lei Zhang, Xiangqin Cui, Andrew K. Benson, Nengjun Yi
Xinyan (Abby) Zhang

Pathway-Structured Predictive Model for Cancer Survival Prediction: A Two-Stage Approach, Xinyan Zhang, Yan Li, Tomi F. Akinyemiju, Phillip Buckhaults, Nianjun Liu, Bo Xu, Nengjun Yi
Xinyan (Abby) Zhang

2016

Zero-Inflated Negative Binomial Regression for Differential Abundance Testing in Microbiome Studies, Xinyan Zhang, Himel Mallick, Nengjun Yi
Xinyan (Abby) Zhang

A Two-Stage Approach for Combining Gene Expression and Mutation With Clinical Data Improves Survival Prediction in Myelodysplastic Syndromes and Ovarian Cancer, Yan Li, Xinyan Zhang, Tomi F. Akinyemiju, Akinyemi I. Ojesina, Jeff M. Szychowski, Nianjun Liu, Bo Xu, Nengjun Yi
Xinyan (Abby) Zhang

Pathway-Structured Predictive Model for Cancer Survival Prediction: A Two-Stage Approach, Xinyan Zhang, Yan Li, Omotomilayo F. Akinyenmiju, Akinyemi I. Ojesina, Phillip Buckhaults, Bo Xu, Nengjun Yi
Xinyan (Abby) Zhang

Pathway-Structured Predictive Model for Cancer Survival Prediction: A Two-Stage Approach, Xinyan Zhang, Yan Li, Omotomilayo F. Akinyemiju, Akinyemi I. Ojesina, Phillip Buckhaults, Bo Xu, Nengjun Yi
Xinyan (Abby) Zhang

Statistical Methods in Precision Medicine: Employing Systems Biology for Cancer Survival Prediction, Xinyan Zhang, Yan Li, Zaixiang Tang, Nengjun Yi
Xinyan (Abby) Zhang

2014

Synergistic Effect of High Charge and Energy Particle Radiation and Chronological Age on Biomarkers of Oxidative Stress and Tissue Degeneration: A Ground-Based Study Using the Vertebrate Laboratory Model Organism Oryzias Latipes, Xuan Zheng, Xinyan Zhang, Liang Ding, Jeffrey R. Lee, Paul M. Weinberger, William S. Dynan
Xinyan (Abby) Zhang

2013

Genetic and Environmental Influences on Blood Pressure Variability: A Study in Twins, Xiaojing Xu, Xiuhua Ding, Xinyan Zhang, Shaoyong Su, Frank A. Treiber, Robert Vlientinck, Robert Fagard, Catherine Derom, Marij Gielen, Ruth J.F. Loos, Harold Snieder, Xiaoling Wang
Xinyan (Abby) Zhang