Projects

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Using SVD to Analyze Political Distance
Computational Linear Algebra
R
Analyzed voting data through Singular Value Decomposition (SVD) to unveil patterns indicating how party affiliations influence legislators’ voting behavior.

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Study the Progress of Science: A Topological Data Analysis of Knowledge Networks
Research
Topological Data Analysis (TDA)
Python
As an integral part of an NSF-funded project, [“Stepping out of flatland: Complex networks, topological data analysis, and the progress of…

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Linkage Disequilibrium Correction in Genome-Wide Association Study (GWAS)
Research
GWAS
R
This project uses Hidden Markov Model to correct for Linkage Disequilibrium in Genome-Wide Association Study.

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Characterizing the Differentiation Trajectory of Skeletal Myogenic Lineage in Mouse ESC-Derived Teratomas
Research
High-Performance Computing (HPC)
R
single-cell RNA-seq
Discovered distinct subpopulations within the skeletal myogenic lineage and established a comprehensive trajectory of myogenic cell differentiation during mouse pluripotent…

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A Tutorial on the Expectation-Maximization (EM) Algorithm
Mathematical Statistics
R
An In-Depth Guide to the Expectation-Maximization Algorithm and Its Applications in Gaussian Mixture Models (GMM), Hidden Markov Models (HMM), and Image Segmentation.

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A Survival Analysis of Sexual Debut Among Adolescents
Research
Survival Analysis
R
Utilized the National Longitudinal Study of Adolescent to Adult Health (Add Health) data to conduct a survival analysis in a group of three to examine the association…
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