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Scientific Research
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Scientific Research
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Paper Publications：
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phyloMDA: an R package for phylogeny-aware microbiome data analysis.BMC BIOINFORMATICS.2022
mbDenoise: microbiome data denoising using zero-inflated probabilistic principal components analysis.GENOME BIOLOGY.2022
fastANCOM: a fast method for analysis of compositions of microbiomes.BIOINFORMATICS.2022
Identification of human circadian genes based on time course gene expression profiles by using a deep learning method.Biochimica Et Biophysica ACTA-Molecular Basis of Disease.2018
STRUCTURED SUBCOMPOSITION SELECTION IN REGRESSION AND ITS APPLICATION TO MICROBIOME DATA ANALYSIS.Annals of Applied Statistics.2017
High-dimensional omics data analysis using a variable screening protocol with prior knowledge integration (SKI).BMC Systems Biology.2016
Salivary microbiome profiling reveals a dysbiotic schizophrenia-associated microbiota.npj Schizophrenia.2021
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Published Books：
Festschrift in Honor of R. Dennis Cook – Fifty Years of Contribution to Statistical Science
Statistical Analysis of Microbiome Data
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生物统计
生物统计
罕见病多组学数据及临床表型整合分析
临床和多组学生物信息数据分析在多原发胰腺恶性肿瘤诊疗及预后评估中的应用
儿童健康协作云
基因一体机临床概念验证
充分性降维：最优切片、高维非连续型预测变量及其应用
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