교수진소개
1998.03-2005.08 이학박사 / 서울대학교 통계학과
2017.03-2022.02 부경대학교 통계학과 교수
변량효과 분석
의학통계 분석
우도이론에 관한 추론
통계 소프트웨어 개발
행렬대수학
의학통계학
파이썬프로그래밍및실습
일반화선형모형
Bigdata projects
부산광역시 암발생 및 암검진 소지역추정 (2017~)
기술보증기금 성과분석 (2018. 2019, 2020)
소지역별 결핵발생 현황 분석 (2019)
건설업 종사자 코호트 구축 (2021)
패류독소 위해성 평가 (2020)
부산은행 적정 종사자 연구 (2020)
Book
[1] Lee, Y., Ronnegard, L. and Noh, M. (2017). Data Analysis Using Hierarchical Generalized Linear Models with R, Chapman and Hall, CRC Press
Software
[1] Ha, I.D., Noh, M. and Lee, Y. (2012). frailtyHL: Frailty Models via H-likeliihood. R package version 1.1, http://CRAN.R-project.org/package=frailtyHL.
[2] Lee, Y., Molas, M. and Noh, M. (2016). mdhglm: Multivariate Double Hierarchical Generalized Linear Models. R package version 1.6, http://CRAN.R-project.org/package=mdhglm.
[3] Lee, Y. and Noh, M. (2016). dhglm: Double Hierarchical Generalized Linear Models. R package version 1.6, http://CRAN.R-project.org/package=dhglm.
[4] Albatross, 웹 통계 패키지, http://cheoling.snu.ac.kr:3838/DHGLM
Publications(SCI급)
[1] Perry, J. N., Noh, M., Lee, Y., Alston, R. D., Norowi, H. M., Powell, W. and Rennolls, K. (2000). Fitting host-parasitoid models with using hierarchical generalized linear models. Proceeding of the Royal Society of London Series B : Biological Science, 267(1457), 2043-2048.
[2] Lee, Y., Noh, M. and Ryu, K. (2005). HGLM Modelling of Dropout Process using Frailty Model. Computational Statistics, 20(2), 295-309.
[3] Noh, M., Lee, Y. and Pawitan, Y. (2005). Robust ascertainment-adjusted parameter estimation, Genetic Epidemiology, 29(1), 68-75.
[4] Noh, M., Yip, B., Lee, Y. and Pawitan, Y. (2006). Multicomponent variance estimation for binary traits in family-based studies, Genetic Epidemiology, 30(1), 37-47.
[5] Noh, M., Ha, I. D. and Lee, Y. (2006). Dispersion frailty models and HGLMs, Statistics in Medicine, 25(8), 1341-1354.
[6] Noh, M., Lee, Y., Yun, S., Lee, S., Lee, M., and Kang Y. (2006). Determinants of hospital closures in South Korea: use of HGLM. Social Science & Medicine, 63(9), 2320-2329.
[7] Noh, M. and Lee, Y. (2007). REML estimation for binary data in GLMMs, Journal of Multivariate Analysis, 98(5), 896-915.
[8] Lee, Y., Nelder, J.A. and Noh, M. (2007). H-likelihood: problems and solutions, Statistics and Computing, 17(1), 49-55.
[9] Noh, M. and Lee, Y. (2007). Robust modelling for inference from GLM classes, Journal of American Statistical Association, 102(479), 1059-1072.
[10] Kim, K., Kim, K.Y., Jeon, E., Cho, Y.O., Lkhagvasuren, G., Park, A.J., Park, K.W., Kim, J.H., Noh, M., Yoo, K.J. and Lee, K.H. (2007). Improved ancient DNA purification for PCR using ion-exchange columns, American Journal of Physical Anthropology, 136, 114-121.
[11] Noh, M. and Lee, Y. (2008). Hierarchical-likelihood approach for nonlinear mixed-effects models, Computational Statistics and Data Analysis, 52(7), 3517-3527.
[12] Park J, Chung HC, Lee JS, Lee BM, Kim DM, Hwang JC, Jo MW, Noh M and Shin JW. (2008). Acute kidney injury after transarterial chemoembolization for hepatocellular carcinoma: a retrospective analysis, Blood purification, 26(5), 454-459.
[13] Lee, W.Y., Khang, Y., Noh, M., Ryu, J., Son, M. and Hong, Y. (2009). Trends in Educational Differentials in Suicide Mortality between 1993-2006 in Korea, Yonsei Medical Journal, 50(4), 482-492.
[14] Cho, I. and Noh, M. (2010). Braden Scale: evaluation of clinical unsefulness in an intensive care unit, Journal of Advanced Nursing, 66(2), 293-302.
[15] Kim, K., Kim, K., Choi, J., Choi, E., Jung, Y., Min, N., Lkhagvasuren, G., Rhee, S., Kim, J., Noh, M., Park, A., Kim, K., Kang, Y., Lee K. and Kim, K. (2010). Mitochondrial DNA analysis of ancient human bones excavated from Nukdo island, S.Korea, BMB reports, 43(2), 133-139.
[16] Ha, I.D., Noh, M. and Lee, Y. (2010). Bias Reduction of Likelihood Estimators in Semiparametric Frailty Models, Scandinavian Journal of Statistics, 37(2), 307-320.
[17] Noh, M., Lee, Y. and Kenward, M. G. (2011). Robust estimation of dropout models using hierarchical likelihood, Journal of Statistical Computation and Simulation, 81(6), 693-706.
[18] Noh, M., Wu, L., and Lee, Y. (2012). Hierarchical likelihood methods for nonlinear and generalized linear mixed models with missing data and measurement errors in covariates. Journal of Multivariate Analysis, 109, 42-51.
[19] Lee, Y. and Noh, M. (2012). Modelling random effect variance with double hierarchical generalized linear models. Statistical Modelling, 12(6), 487-502.
[20] Ha, I.D., Noh, M. and Lee, Y. (2012). frailtyHL: A package for fitting models with h-likelihood. The R Journal, 4(2), 28-37.
[21] Alam, M., Noh, M. and Lee, Y. (2013). Likelihood estimate of treatment effects under selection bias. Statistics and its interface, 6(3), 349-359.
[22] Molas, M., Noh, M., Lee, Y. and Lesaffre, E. (2013). Joint hierarchical generalized linear models with multivariate Gaussian random effects, Computational Statistics and Data Analysis, 68, 239-250.
[23] Ji, N.J, Lee, W.Y., Noh, M. and Yip, P. (2014). The impact of indiscriminate media coverage of a celebrity suicide on a society with a high suicide rate: Epidemiological findings on copycat suicides from South Korea, Journal of Affective Disorders, 156, 56-61.
[24] Lee, J., Lee, W., Noh, M. and Khang, Y.H. (2014). Does a geographical context of deprivation affect differences in injury mortality? A multilevel analysis in South Korean adults residing in metropolitan cities, Journal of Epidemiology and Community Health.
[25] Lee, J., Lee, W., Noh, M. and Khang, Y.H. (2014). Does a geographical context of deprivation affect differences in injury mortality? A multilevel analysis in South Korean adults residing in metropolitan cities, Journal of Epidemiology and Community Health.
[25] Yoon, T.H., Noh, M., Han, J., Choi, K.J. and Khang, Y.H. (2016). Deprivation and suicide mortality across 424 neighborhoods in Seoul, South Korea: a Bayesian spatial analysis, International Journal of Public Health, 60, 969-976.
[26] Lee, Y., Alam, M., Noh, M. and Ronnegard, L. (2016). Spatial modeling of data with excessive zeros applied to reindeer pellet-group counts, Ecology and Evolution, 6, 7047-7056.
[27] Ha, I.D., Noh, M. and Lee, Y. (2017). Hlikelihood approach for joint modeling of longitudinal outcomes and timetoevent data, Biometrical Journal, 59, 1122-1143.
[28] Jin, S., Noh, M. and Lee, Y. (2018). H-Likelihood Approach to Factor Analysis for Ordinal Data, Structural Equation Modeling, 25(4), 530-540.
[29] 최성철, 윤장혁, 박현석, 노맹석, 서원철. (2018). Analyzing technological spillover effects between technology classes: the case of Korea Technology Finance Corporation, IEEE ACCESS, 6(1), 3573-3584.
[30] Noh, M. and Lee, Y. (2019). Extended negative binomial hurdle models, Statistical Methods in Medical Research, 28, 1540-1551.
[31] Noh, M., Lee, Y., Oud, H. and Toharudin, T. (2019). Hierarchical likelihood approach to non-Gaussian factor analysis, Journal of Statistical Computation and Simulation, 89, 1555-1573.
[32] Caraka, R.E., Chen, R.C., Lee, Y., Noh, M., Toharudin, T., Pardamean, B. and Sputra, A. (2020). Variational Approximation Multivariate Generalized Linear Latent Variable Model in Diversity Termites Riau and Peninsular Malaysia, SYLWAN, 164(1), 161-177.
[33] Wang, Z., Noh, M., Lee, Y. and Shi, J.Q. (2021). A general robust t-process regression model, Computational Statistics and Data Analysis, 154, 107093.
[34] Rezzy, E.,Noh, M., Chen, R.C., Lee, Y., Gio, P.U. and Pardamean, B. (2021). Connecting Climate and Communicable Disease to Penta Helix Using Hierarchical Likelihood Structural Equation Modelling, SYMMETRY-BASEL, 13(4), 657.
[35] Caraka, R.E., Noh, M., Lee, Y., Toharudin, T., Yusra, Tyasti, A.E., Royanow, A.F., Dewata, D.P., Gio, P.U., Basyuni, M., Paramean, B. (2022) The Impact of Social Media Influencers Raffi Ahmad and Nagita Slavina on Tourism Visit Intentions across Millennials and Zoomers Using a Hierarchical Likelihood Structural Equation Model, sustainability, 14, 524.
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