Publications | Shuang Song | Biostatistics and Statistical Genetics | Harvard | Tsinghuahttps://shuangsong0110.github.io/tags/publications/PublicationsHugo Blox Builder (https://hugoblox.com)en-usThu, 15 Jan 2026 00:00:00 +0000https://shuangsong0110.github.io/media/icon_hu68170e94a17a2a43d6dcb45cf0e8e589_3079_512x512_fill_lanczos_center_3.pngPublicationshttps://shuangsong0110.github.io/tags/publications/Participation bias in the estimation of heritability and genetic correlationhttps://shuangsong0110.github.io/publication/participation-bias-pnas-2025/Wed, 31 Dec 2025 00:00:00 +0000https://shuangsong0110.github.io/publication/participation-bias-pnas-2025/Partitioning and aggregating cross-tissue and tissue-specific genetic effects to identify gene-trait associationshttps://shuangsong0110.github.io/publication/journal-motif/Tue, 09 Jul 2024 00:00:00 +0000https://shuangsong0110.github.io/publication/journal-motif/Leveraging LD eigenvalue regression to improve the estimation of SNP heritability and confounding inflationhttps://shuangsong0110.github.io/publication/lder-ajhg-2022/Fri, 30 Dec 2022 00:00:00 +0000https://shuangsong0110.github.io/publication/lder-ajhg-2022/A data-adaptive Bayesian regression approach for polygenic risk predictionhttps://shuangsong0110.github.io/publication/bayesian-polygenic-bioinformatics-2022/Thu, 29 Dec 2022 00:00:00 +0000https://shuangsong0110.github.io/publication/bayesian-polygenic-bioinformatics-2022/Openness weighted association studies: leveraging personal genome information to prioritize non-coding variantshttps://shuangsong0110.github.io/publication/owas-bioinformatics-2021/Fri, 31 Dec 2021 00:00:00 +0000https://shuangsong0110.github.io/publication/owas-bioinformatics-2021/Leveraging effect size distributions to improve polygenic risk scores derived from summary statistics of genome-wide association studieshttps://shuangsong0110.github.io/publication/ebprs-ploscb-2020/Thu, 31 Dec 2020 00:00:00 +0000https://shuangsong0110.github.io/publication/ebprs-ploscb-2020/Multi-Cell-Type Openness-Weighted Association Studies for Trait-Associated Genomic Segments Prioritizationhttps://shuangsong0110.github.io/publication/owasjoint-genes-2022/Sat, 31 Dec 2022 00:00:00 +0000https://shuangsong0110.github.io/publication/owasjoint-genes-2022/<h2 id="cite">CITE</h2> <p>Click the <strong>Cite</strong> button above to export this publication in BibTeX format.</p>A set of efficient methods to generate high-dimensional binary data with specified correlation structureshttps://shuangsong0110.github.io/publication/corbin-american-statistician-2021/Thu, 30 Dec 2021 00:00:00 +0000https://shuangsong0110.github.io/publication/corbin-american-statistician-2021/Law of the Iterated Logarithm and Model Selection Consistency for Independent and Dependent GLMshttps://shuangsong0110.github.io/publication/lil-glm-front-math-2021/Wed, 29 Dec 2021 00:00:00 +0000https://shuangsong0110.github.io/publication/lil-glm-front-math-2021/The predictive value of the orientation and offset of angle α and angle κ for visual outcomes after trifocal intraocular lens implantation in an Asian cohorthttps://shuangsong0110.github.io/publication/ophthalmology-trifocal-asian-2025/Tue, 30 Dec 2025 00:00:00 +0000https://shuangsong0110.github.io/publication/ophthalmology-trifocal-asian-2025/The Effects of Disease‐Modifying Therapies on Optic Nerve Degeneration in Multiple Sclerosishttps://shuangsong0110.github.io/publication/ms-optic-nerve-dmt-2025/Mon, 29 Dec 2025 00:00:00 +0000https://shuangsong0110.github.io/publication/ms-optic-nerve-dmt-2025/A robust penalized-regression-based method for multivariable Mendelian randomization using GWAS summary statisticshttps://shuangsong0110.github.io/publication/mvmr-penalized-gwas-2023/Sun, 31 Dec 2023 00:00:00 +0000https://shuangsong0110.github.io/publication/mvmr-penalized-gwas-2023/Cofea: correlation-based feature selection for single-cell chromatin accessibility datahttps://shuangsong0110.github.io/publication/cofea-bib-2024/Mon, 30 Dec 2024 00:00:00 +0000https://shuangsong0110.github.io/publication/cofea-bib-2024/Cell type annotation of single-cell chromatin accessibility data via supervised Bayesian embeddinghttps://shuangsong0110.github.io/publication/scatac-bayesian-embedding-2022/Wed, 28 Dec 2022 00:00:00 +0000https://shuangsong0110.github.io/publication/scatac-bayesian-embedding-2022/A novel transcriptional risk score for risk prediction of complex human diseaseshttps://shuangsong0110.github.io/publication/transcriptional-risk-score-2021/Tue, 28 Dec 2021 00:00:00 +0000https://shuangsong0110.github.io/publication/transcriptional-risk-score-2021/An unbiased kinship estimation method for genetic data analysishttps://shuangsong0110.github.io/publication/unbiased-kinship-bmc-2022/Tue, 27 Dec 2022 00:00:00 +0000https://shuangsong0110.github.io/publication/unbiased-kinship-bmc-2022/Correcting statistical bias in correlation-based kinship estimatorshttps://shuangsong0110.github.io/publication/kinship-bias-biorxiv-2021/Mon, 27 Dec 2021 00:00:00 +0000https://shuangsong0110.github.io/publication/kinship-bias-biorxiv-2021/Blood Glucose Levels Moderate the Associations Between IGF-1 Levels and Choroidal Metrics in Patients With Diabetes With Acromegaly Without Diabetic Retinopathyhttps://shuangsong0110.github.io/publication/igf1-choroidal-diabetes-2024/Sun, 29 Dec 2024 00:00:00 +0000https://shuangsong0110.github.io/publication/igf1-choroidal-diabetes-2024/Reduction of Human Mobility Matters during Early COVID-19 Outbreaks: Evidence from India, Japan and Chinahttps://shuangsong0110.github.io/publication/covid-mobility-ijerph-2021/Sun, 26 Dec 2021 00:00:00 +0000https://shuangsong0110.github.io/publication/covid-mobility-ijerph-2021/Scalable and accurate rare variant association tests for whole genome sequencing time-to-event analysis in large biobankshttps://shuangsong0110.github.io/publication/scalable-rare-variant-pnas-2026/Thu, 15 Jan 2026 00:00:00 +0000https://shuangsong0110.github.io/publication/scalable-rare-variant-pnas-2026/