Browse by Subject

Clinical Epidemiology

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Functional Empirical Bayes Methods for Identifying Genes with Different Time-course Expression Profiles (with Fangxin Hong), Center for Bioinformatics & Molecular Biostatistics (2004)

Time course studies of gene expression are essential in biomedical research to understand biological phenomena...

Computation

Link

Functional Empirical Bayes Methods for Identifying Genes with Different Time-course Expression Profiles (with Fangxin Hong), Center for Bioinformatics & Molecular Biostatistics (2004)

Time course studies of gene expression are essential in biomedical research to understand biological phenomena...

Computational Biology/Bioinformatics

PDF

Group Additive Regression Models for Genomic Data Analysis (with Yihui Luan), UPenn Biostatistics Working Papers (2006)

One important problem in genomic research is to identify genomic features such as gene expression...

PDF

Nonparametric Pathway-Based Regression Models for Analysis of Genomic Data (with Zhi Wei), UPenn Biostatistics Working Papers (2006)

High-throughout genomic data provide an opportunity for identifying pathways and genes that are related to...

Link

Dimension Reduction Methods for Microarrays with Application to Censored Survival Data (with Lexin Li), Center for Bioinformatics & Molecular Biostatistics (2004)

Recent research has shown that gene expression profiles can potentially be used for predicting phenotypes...

Genetics

PDF

An additive genetic gamma frailty model for two-locus linkage analysis using sibship age of onset data (with Xiaoyun Zhong), Statistical Applications in Genetics and Molecular Biology (2006)

Complex human diseases are often due to multiple disease genes with variable age of onset,...

Human Genetics

Link

Functional Empirical Bayes Methods for Identifying Genes with Different Time-course Expression Profiles (with Fangxin Hong), Center for Bioinformatics & Molecular Biostatistics (2004)

Time course studies of gene expression are essential in biomedical research to understand biological phenomena...

Link

Penalized Cox Regression Analysis in the High-Dimensional and Low-sample Size Settings, with Applications to Mi-croarray Gene Expression Data (with Jiang Gui), Center for Bioinformatics & Molecular Biostatistics (2004)

An important application of microarray technology is to relate gene expression profiles to various clinical...

Link

A Hidden Markov Modeling Approach for Admixture Mapping Based on Case-Control Haplotype Data (with Chun Zhang, Kun Chen, and Michael F. Seldin), Center for Bioinformatics & Molecular Biostatistics (2003)

Admixture mapping is potentially a powerful method for mapping genes for complex human diseases, when...

Link

Ascertainment-Adjusted Maximum Likelihood Estimation for the Additive Genetic Gamma Frailty Model (with Wanlong Sun), Center for Bioinformatics & Molecular Biostatistics (2003)

The additive genetic gamma frailty model has been proposed for genetic linkage analysis for complex...

Microarrays

PDF

Gradient Directed Regularization for Sparse Gaussian Concentration Graphs, with Applications to Inference of Genetic Networks (with Jiang Gui), UPenn Biostatistics Working Papers (2005)

Large-scale microarray gene expression data provide the possibility of constructing genetic networks or biological pathways....

Link

Functional Empirical Bayes Methods for Identifying Genes with Different Time-course Expression Profiles (with Fangxin Hong), Center for Bioinformatics & Molecular Biostatistics (2004)

Time course studies of gene expression are essential in biomedical research to understand biological phenomena...

Link

Penalized Cox Regression Analysis in the High-Dimensional and Low-sample Size Settings, with Applications to Mi-croarray Gene Expression Data (with Jiang Gui), Center for Bioinformatics & Molecular Biostatistics (2004)

An important application of microarray technology is to relate gene expression profiles to various clinical...

Link

Dimension Reduction Methods for Microarrays with Application to Censored Survival Data (with Lexin Li), Center for Bioinformatics & Molecular Biostatistics (2004)

Recent research has shown that gene expression profiles can potentially be used for predicting phenotypes...

Multivariate Analysis

Link

Dimension Reduction Methods for Microarrays with Application to Censored Survival Data (with Lexin Li), Center for Bioinformatics & Molecular Biostatistics (2004)

Recent research has shown that gene expression profiles can potentially be used for predicting phenotypes...

Statistical Models

Link

Functional Empirical Bayes Methods for Identifying Genes with Different Time-course Expression Profiles (with Fangxin Hong), Center for Bioinformatics & Molecular Biostatistics (2004)

Time course studies of gene expression are essential in biomedical research to understand biological phenomena...

Link

Penalized Cox Regression Analysis in the High-Dimensional and Low-sample Size Settings, with Applications to Mi-croarray Gene Expression Data (with Jiang Gui), Center for Bioinformatics & Molecular Biostatistics (2004)

An important application of microarray technology is to relate gene expression profiles to various clinical...

Link

A Hidden Markov Modeling Approach for Admixture Mapping Based on Case-Control Haplotype Data (with Chun Zhang, Kun Chen, and Michael F. Seldin), Center for Bioinformatics & Molecular Biostatistics (2003)

Admixture mapping is potentially a powerful method for mapping genes for complex human diseases, when...

Link

Ascertainment-Adjusted Maximum Likelihood Estimation for the Additive Genetic Gamma Frailty Model (with Wanlong Sun), Center for Bioinformatics & Molecular Biostatistics (2003)

The additive genetic gamma frailty model has been proposed for genetic linkage analysis for complex...

Statistical Theory and Methods

Link

Ascertainment-Adjusted Maximum Likelihood Estimation for the Additive Genetic Gamma Frailty Model (with Wanlong Sun), Center for Bioinformatics & Molecular Biostatistics (2003)

The additive genetic gamma frailty model has been proposed for genetic linkage analysis for complex...

Survival Analysis

PDF

An additive genetic gamma frailty model for two-locus linkage analysis using sibship age of onset data (with Xiaoyun Zhong), Statistical Applications in Genetics and Molecular Biology (2006)

Complex human diseases are often due to multiple disease genes with variable age of onset,...

PDF

Censored Data Regression in High-Dimension and Low-Sample Size Settings For Genomic Applications, UPenn Biostatistics Working Papers (2006)

New high-throughput technologies are generating various types of high-dimensional genomic and proteomic data and meta-data...

PDF

Survival Analysis Methods in Genetic Epidemiology, UPenn Biostatistics Working Papers (2006)

Mapping genes for complex human diseases is a challenging problem due to the fact that...

Link

Penalized Cox Regression Analysis in the High-Dimensional and Low-sample Size Settings, with Applications to Mi-croarray Gene Expression Data (with Jiang Gui), Center for Bioinformatics & Molecular Biostatistics (2004)

An important application of microarray technology is to relate gene expression profiles to various clinical...

Link

Dimension Reduction Methods for Microarrays with Application to Censored Survival Data (with Lexin Li), Center for Bioinformatics & Molecular Biostatistics (2004)

Recent research has shown that gene expression profiles can potentially be used for predicting phenotypes...

No subject area

Link

Partial Cox Regression Analysis for High-Dimensional Microarray Gene Expression Data (with Jiang Gui), Center for Bioinformatics & Molecular Biostatistics (2004)

An important application of microarray technology is to predict various clinical phenotypes based on the...

Selected Works of Hongzhe Li

Hongzhe Li

University of Pennsylvania - Center for Clinical Epidemiology and Biostatistics

Browse by Subject

Clinical Epidemiology

Functional Empirical Bayes Methods for Identifying Genes with Different Time-course Expression Profiles (with Fangxin Hong), Center for Bioinformatics & Molecular Biostatistics (2004)

Computation

Functional Empirical Bayes Methods for Identifying Genes with Different Time-course Expression Profiles (with Fangxin Hong), Center for Bioinformatics & Molecular Biostatistics (2004)

Computational Biology/Bioinformatics

Group Additive Regression Models for Genomic Data Analysis (with Yihui Luan), UPenn Biostatistics Working Papers (2006)

Nonparametric Pathway-Based Regression Models for Analysis of Genomic Data (with Zhi Wei), UPenn Biostatistics Working Papers (2006)

Dimension Reduction Methods for Microarrays with Application to Censored Survival Data (with Lexin Li), Center for Bioinformatics & Molecular Biostatistics (2004)

Genetics

An additive genetic gamma frailty model for two-locus linkage analysis using sibship age of onset data (with Xiaoyun Zhong), Statistical Applications in Genetics and Molecular Biology (2006)

Human Genetics

Functional Empirical Bayes Methods for Identifying Genes with Different Time-course Expression Profiles (with Fangxin Hong), Center for Bioinformatics & Molecular Biostatistics (2004)

Penalized Cox Regression Analysis in the High-Dimensional and Low-sample Size Settings, with Applications to Mi-croarray Gene Expression Data (with Jiang Gui), Center for Bioinformatics & Molecular Biostatistics (2004)

A Hidden Markov Modeling Approach for Admixture Mapping Based on Case-Control Haplotype Data (with Chun Zhang, Kun Chen, and Michael F. Seldin), Center for Bioinformatics & Molecular Biostatistics (2003)

Ascertainment-Adjusted Maximum Likelihood Estimation for the Additive Genetic Gamma Frailty Model (with Wanlong Sun), Center for Bioinformatics & Molecular Biostatistics (2003)

Microarrays

Gradient Directed Regularization for Sparse Gaussian Concentration Graphs, with Applications to Inference of Genetic Networks (with Jiang Gui), UPenn Biostatistics Working Papers (2005)

Functional Empirical Bayes Methods for Identifying Genes with Different Time-course Expression Profiles (with Fangxin Hong), Center for Bioinformatics & Molecular Biostatistics (2004)

Penalized Cox Regression Analysis in the High-Dimensional and Low-sample Size Settings, with Applications to Mi-croarray Gene Expression Data (with Jiang Gui), Center for Bioinformatics & Molecular Biostatistics (2004)

Dimension Reduction Methods for Microarrays with Application to Censored Survival Data (with Lexin Li), Center for Bioinformatics & Molecular Biostatistics (2004)

Multivariate Analysis

Dimension Reduction Methods for Microarrays with Application to Censored Survival Data (with Lexin Li), Center for Bioinformatics & Molecular Biostatistics (2004)

Statistical Models

Functional Empirical Bayes Methods for Identifying Genes with Different Time-course Expression Profiles (with Fangxin Hong), Center for Bioinformatics & Molecular Biostatistics (2004)

Penalized Cox Regression Analysis in the High-Dimensional and Low-sample Size Settings, with Applications to Mi-croarray Gene Expression Data (with Jiang Gui), Center for Bioinformatics & Molecular Biostatistics (2004)

A Hidden Markov Modeling Approach for Admixture Mapping Based on Case-Control Haplotype Data (with Chun Zhang, Kun Chen, and Michael F. Seldin), Center for Bioinformatics & Molecular Biostatistics (2003)

Ascertainment-Adjusted Maximum Likelihood Estimation for the Additive Genetic Gamma Frailty Model (with Wanlong Sun), Center for Bioinformatics & Molecular Biostatistics (2003)

Statistical Theory and Methods

Ascertainment-Adjusted Maximum Likelihood Estimation for the Additive Genetic Gamma Frailty Model (with Wanlong Sun), Center for Bioinformatics & Molecular Biostatistics (2003)

Survival Analysis

An additive genetic gamma frailty model for two-locus linkage analysis using sibship age of onset data (with Xiaoyun Zhong), Statistical Applications in Genetics and Molecular Biology (2006)

Censored Data Regression in High-Dimension and Low-Sample Size Settings For Genomic Applications, UPenn Biostatistics Working Papers (2006)

Survival Analysis Methods in Genetic Epidemiology, UPenn Biostatistics Working Papers (2006)

Penalized Cox Regression Analysis in the High-Dimensional and Low-sample Size Settings, with Applications to Mi-croarray Gene Expression Data (with Jiang Gui), Center for Bioinformatics & Molecular Biostatistics (2004)

Dimension Reduction Methods for Microarrays with Application to Censored Survival Data (with Lexin Li), Center for Bioinformatics & Molecular Biostatistics (2004)

No subject area

Partial Cox Regression Analysis for High-Dimensional Microarray Gene Expression Data (with Jiang Gui), Center for Bioinformatics & Molecular Biostatistics (2004)