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Sera Kim (김세라) received her Master degree of Statistics in 2015.02.
Her thesis is 'Statistical selection strategy for risk and protective rare variants associated with complex traits in analysis of deep sequencing data'.
Her publication is
Kim, S., Lee, K. and Sun, H.* (2015) Statistical Selection Strategy for Risk and Protective Rare Variants Associated with Complex Traits, Journal of Computational Biology 22(11), p.1034-1043.
Hyoseok Ko (고효석) received his Master degree of Statistics in 2016.08.
His thesis is 'Multiple group testing procedures for analysis of high-dimensional genomic data'.
His publication is
Ko, H., Kim, K. and Sun, H.* (2016) Multiple group testing procedures for analysis of high-dimensional genomic data, Genomics and Informatics 14(4), p.187-195.
Chunghui Lee (이충희) received his Master degree of Statistics in 2016.08.
His thesis is 'rvsel: an R package for statistical selection procedure of rare variants associated with complex traits and diseases'.
His publication is
Cho, J., Chun H., Lee, J., Lee, J., Cheong, K., Jung, Y., Woo, T., Yoon, M., Oh, A., Kang, S., Lee, C., Sun, H., Hwang, J., Song, G., and Park, B. (2016) Prevention effect of rare ginsenosides against stress-hormone induced MTOC amplification, Oncotarget 7(23), p.35144-35158.
Gira Lee (이기라) received her Master degree of Statistics in 2017.02.
Her thesis is 'Selection probability for rare variant association studies'.
Her publication is
Lee, G. and Sun, H.* (2017) Selection Probability for Rare Variant Association Studies, Journal of Computational Biology 24(5), p.400-411.
Jiyun Choi (최지윤) received her Master degree of Statistics in 2017.02.
Her thesis is 'New variable selection approach for high-dimensional genomic data with group structure'.
Her publication is
Kim, K., Choi, J. and Sun, H.* (2016) Network-based regularization for analysis of high-dimensional genomic data with group structure, The Korean Journal of Applied Statistics 29(6), p.1117-1128.
Woo, T., Yoon, M., Hong, S., Choi, J., Ha, N., Sun, H. and Park, B. (2017) Anti-cancer effect of novel PAK1 inhibitor via induction of PUMA-mediated cell death and p21-mediated cell cycle arrest, Oncotarget 8(14), p.23690-23701.
Choi, J., Kim, K. and Sun. H.* (2018) New variable selection strategy for analysis of high-dimensional DNA methylation data, Journal of Bioinformatics and Computational Biology 16(4), 1850010
Kipoong Kim (김기풍) received his Master degree of Statistics in 2017.08.
His thesis is 'Network-based regularization with dimension reduction techniques for analysis of high-dimensional genomic data'.
His publication is
Ko, H., Kim, K. and Sun, H.* (2016) Multiple group testing procedures for analysis of high-dimensional genomic data, Genomics and Informatics 14(4), p.187-195.
Kim, K., Choi, J. and Sun, H.* (2016) Network-based regularization for analysis of high-dimensional genomic data with group structure, The Korean Journal of Applied Statistics 29(6), p.1117-1128.
Choi, J., Kim, K. and Sun. H. * (2018) New variable selection strategy for analysis of high-dimensional DNA methylation data, Journal of Bioinformatics and Computational Biology 16(4), 1850010
Mingyu Oh (오민규) received his Master degree of Statistics in 2018.02.
His thesis is 'CTGSA: Covariance Thresholding for Gene Set Analysis of genetic pathway data'.
His publication is
Oh, M., Kim, K. and Sun, H.* (2020) Covariance Thresholding to Detect Differentially Co-expressed Genes from Microarray Gene Expression Data, Journal of Bioinformatics and Computational Biology 18(1) 2050002
Jajoon Koo (구자준) received his Master degree of Statistics in 2019.02.
His thesis is 'A study on selection probability for analysis of high-dimensional genomic data'.
His publication is
Kim, K., Koo, J. and Sun, H.* (2020) An empirical threshold of selection probability for analysis of high-dimensional correlated data, Journal of Statistical Computation and Simulation 90(9) p.1606-1617
Hansong Lee (이한송) received her Master degree of Genomic Data Science in 2020.02.
Her thesis is 'Identification of methylation sites as potential biomarkers of breast cancer'.
Her publication is
Lee, H., Jeong, S., Yu, Y., Kang, J., Sun, H., Rhee, J. and Kim, Y. (2019) Risk of metastatic pheochromocytoma and paraganglioma in SDHx mutation carriers: a systematic review and updated meta-analysis, Journal of Medical Genetics 57(4) p.217-225 .
Kim, C., Lee, H., Devaraj, V., Kim, W., Lee, Y., Kim, Y., Jeong, N., Choi, E., Baek, S., Han, D., Sun, H. and Oh, J. (2020) Hierarchical Cluster Analysis of Medical Chemicals Detected by a Bacteriophage-Based Colorimetric Sensor Array, Nanomaterials, 10(1), 121.
Taekyoung Kim (김태경) received his Master degree of Statistics in 2020.02.
His thesis is 'A study on improvement in variable selection ability through Gaussian graphical model for analysis of high-dimensional genomic data'.
Sora Park (박소라) received her Master degree of Statistics in 2022.02.
Her thesis is 'Generalized covariance thresholding to detect differentially co-expressed gene sets'.
Her publication is
Park, S., Kim, K. and Sun, H.* (2022) Comparison of covariance thresholding methods in gene set analysis, Communications for Statistical Applications and Methods 29(5), p.591-601
Geunsu Jo (조근수) received his Master degree of Statistics in 2023.02.
His thesis is 'Weighted overlapping group lasso for integrating prior network knowledge into gene set analysis'.
Hyerim Park (박혜림) received her Master degree of Statistics in 2023.02.
Her thesis is 'Group penalized exponential tilt model and Its application to analysis of high-dimensional DNA methylation data'.
Rakwon Kim (김락원) received his Master degree of Statistics in 2024.02.
His thesis is 'False discovery rate control in analysis of high-dimensional data'.
His publication is
Huang, D. Kim, R. and Sun, H.* (2024) Resampling-based methods for the error control of variable selection in high-dimensional genomic data, Journal of the Korean Data and Information Science Society 35(5), p.691-702.
Seongbo Yoon (윤성보) received his Master degree of Statistics in 2025.02.
His thesis is 'Decoding gene regulation from methylome to biological function : utilization of CpG score-based gene set enrichment analysis'.
Sijeong Kim (김시정) received her Master degree of Statistics in 2025.02.
Her thesis is 'Controlling false discovery rate in high-dimensional binary data using mirror statistics'.
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