Daeyoung Kim, Ph. D.                             

 

                                    Professor

                     Department of Mathematics and Statistics

                     Lederle Graduate Research Tower 1440

                              University of Massachusetts

                              Amherst, MA 01003-9305

                               Phone : (413) 577-0255

                                   Fax : (413) 545-1801

                         Email : daeyoung@math.umass.edu

   

    

 

 

 

 

Education

 

Ph. D. Statistics, Department of Statistics, The Pennsylvania State University, University Park, PA, 2008

 

  Advisor: Bruce G. Lindsay

  Dissertation title: Mixture inference at the edge of identifiability

 

M.S. Statistics, Department of Statistics, Korea University, Seoul, Republic of Korea, 2002

 

B.S. Statistics, Department of Statistics, Korea University, Seoul, Republic of Korea, 2000

 

 

Research interests

 

Modeling statistical dependence/association using copulas

Likelihood inference in incompletely observed categorical data

Mixture modeling inference in heterogeneous data

Statistical methods to estimate multidimensional inference functions

Interdisciplinary research on food science and environmental engineering

 

 

Full CV

 

 

Publications (*: corresponding author)

 

Book (Statistical Methodology)

 

[A1] Wolfgang Wiedermann, Daeyoung Kim, Engin Sungur, and Alexander von Eye (2020). Direction Dependence in Statistical Modeling: Methods of Analysis. Hoboken, NJ: Wiley & Sons (Accepted for publication and in Press)

 

Book Chapters (Statistical Methodology)

 

[B5] Daeyoung Kim* and Zheng Wei (2020). Analysis of asymmetric dependence for three-way contingency tables using subcopula approach. In Direction Dependence in Statistical Modeling: Methods of Analysis, Wolfgang Wiedermann, Daeyoung Kim, Engin Sungur, and Alexander von Eye, eds. (Accepted for publication and in Press)

[B4] Zheng Wei*, Daeyoung Kim, Tonghui Wang and Teerawut Teetranont (2017). A multivariate generalized FGM copulas and its application to multiple regression.

[B3] Zheng Wei, Tonghui Wang, and Daeyoung Kim* (2016). Multiple Copula Regression Function and Directional Dependence Under Multivariate Non-exchangeable Copulas. In Causal Inference in Econometrics, Van-Nam Huynh, Vladik Kreinovich and Songsak Sriboonchitta, eds. Springer International Publishing, pp. 171-184

[B2] Seongyong Kim and Daeyoung Kim* (2016). Directional dependence analysis using skew-normal copula-based regression. In Statistics and Causality: Methods for Applied Empirical Research, Wolfgang Wiedermann and Alexander von Eye, eds. Hoboken, NH: Wiley, pp. 131-152

[B1] Daeyoung Kim* and Bruce G. Lindsay (2011). Comparing Wald and likelihood regions, with application to locally identifiable mixture models. In Mixture estimation and applications, K. L. Mengersen, C. P. Robert & D. M. Titterington, eds. New York: John Wiley & Sons, pp. 77-100

 

Statistical Methodology Papers

 

[C21] Seongyong Kim, Saebom Jeon and Daeyoung Kim* (2020). On log-linear modeling for an incomplete two-way contingency table with one variable subject to nonresponse. Communications in Statistics - Simulation and Computation, 49, 973-988

[C20] Zheng Wei, Seongyong Kim, Boseung Choi, Daeyoung Kim* (2019). Multivariate skew normal copula for asymmetric dependence: estimation and application. International Journal of Information Technology & Decision Making, 18, 365-387

[C19] Seongyong Kim and Daeyoung Kim* (2018). Assessment of nonignorable nonresponse log-linear models for an incomplete contingency table. Statistica Sinica, 28, 1887-1905

[C18] Zheng Wei and Daeyoung Kim* (2018). On Multivariate asymmetric dependence using multivariate skew-normal copula-based regression. International Journal of Approximate Reasoning, 92, 376-391

[C17] Zheng Wei and Daeyoung Kim* (2017). Subcopula-based measure of asymmetric association for contingency tables. Statistics in Medicine, 36, 3875-3894

[C16] Zheng Wei, Seongyong Kim, Daeyoung Kim* (2016), Multivariate skew normal copula for non-exchangeable dependence. Procedia Computer Science, 91, 141-150

[C15] Mark Hagemann, Daeyoung Kim and Mi-Hyun Park* (2016). Estimating nutrient and organic carbon loads to water-supply reservoir using semiparametric models. ASCE Journal of Environmental Engineering, 142 (8), https://doi.org/10.1061/(ASCE)EE.1943-7870.0001077

[C14] Seongyong Kim, Yousung Park and Daeyoung Kim* (2015). On missing-at-random mechanism in two-way incomplete contingency tables. Statistics & Probability Letters, 96, 196-203

[C13] Daeyoung Kim* and Bruce G. Lindsay (2015). Empirical identifiability in finite mixture models. Annals of the Institute of Statistical Mathematics, 67, 745-772

[C12] Yousung Park, Daeyoung Kim and Seongyong Kim* (2014). Identification of the occurrence of boundary solutions in a contingency table with nonignorable nonresponse. Statistics & Probability Letters, 93, 34-40

[C11] Daeyoung Kim and Jong-Min Kim* (2014). Analysis of directional dependence using asymmetric copula-based regression models. Journal of Statistical Computation and Simulation, 84, 1990-2010

[C10] Daeyoung Kim and Byungtae Seo* (2014). Assessment of the number of components in gaussian mixture models in the presence of multiple local maximizers. Journal of Multivariate Analysis, 125, 100-120

[C9] Daeyoung Kim, Jong-Min Kim*, Shu-Min Liao and Yoon-Sung Jung (2013). Mixture of D-vine copulas for modeling dependence. Computational Statistics & Data Analysis, 64, 1-19

[C8] Byungtae Seo and Daeyoung Kim* (2012). Root selection in normal mixture models. Computational Statistics & Data Analysis, 56, 2454-2470

[C7] Yousung Park, Daeyoung Kim* and Seongyong Kim (2012). Robust regression using data partitioning and M-estimation. Communications in Statistics - Simulation and Computation, 41, 1282-1300

[C6] Daeyoung Kim* and Bruce G. Lindsay (2011). Modal simulation and visualization in finite mixture models. The Canadian Journal of Statistics 39, 421-437

[C5] Daeyoung Kim* and Bruce G. Lindsay (2011). Using confidence distribution sampling to visualize confidence sets. Statistica Sinica 21, 923-948

[C4] Bo-Seung Choi, Daeyoung Kim, KeeWhwan Kim, YouSung Park* (2008). Nonignorable nonresponse imputation and rotation group bias estimation on the rotation sample survey. The Korean Journal of Applied Statistics 21, 361-375 (in Korean)

[C3] Trent Gaugler*, Daeyoung Kim and Shu-Min Liao (2007). Comparing two survival time distributions: an investigation of several weight functions for the weighted logrank statistic. Communications in Statistics - Simulation and Computation 36, 423-435

[C2] Hyuncheol Kang* and Daeyoung Kim (2001). A note on the multiple comparison methods adjusting p-values in repeated measurement data. The Applied Statistics by The Institute of Statistics of Korea University 16, 13-26 (in Korean)

[C1] Daeyoung Kim*, HaeJung Moon and DooWoon Yoon (1999). A study of export/import and economic growth. Journal of The Korean Official Statistics 4(2), 103-134 (in Korean)

 

Collaborative Papers

 

[D28] Elizabeth Isenstein, Daeyoung Kim, Mi-Hyun Park* (2020). Modeling for multi-temporal cyanobacterial bloom dominance and distributions using landsat imagery. Ecological Informatics, 59, https://doi.org/10.1016/j.ecoinf.2020.101119

[D27] Renalison Farias-Pereira, Zhenyu Zhang, Cheon-Seok Park, Daeyoung Kim, Kee-Hong Kim, Yeonhwa Park* (2020). Butein inhibits lipogenesis in Caenorhabditis elegans. Accepted at BioFactors. >http://dx.doi.org/10.1002/biof.1667

[D26] Yuxin Wang, Jun Yang, Weicang Wang, Katherine Z. Sanidad, Maris A. Cinelli, Debin Wan, Sung Hee Hwang, Daeyoung Kim, Kin Sing Stephen Lee, Hang Xiao, Bruce D. Hammock, and Guodong Zhang*(2020). Soluble epoxide hydrolase is an endogenous regulator of obesity-induced intestinal barrier dysfunction and bacterial translocation. Proceedings of the National Academy of Sciences (PNAS) U.S.A., 117:8431-8436

[D25] Ryan Carpenter, Hye Jeong Oh, In-Hye Ham, Daeyoung Kim, Hur Hoon, Jungwoo Lee* (2019). Scaffold-assisted ectopic transplantation of internal organs and patient-derived tumors. ACS Biomaterials Science & Engineering, 5, 6667-6678

[D24] Jianan Zhang, Xijing Chen, Ran Yang, Qin Ma, Weipeng Qi, Katherine Z. Sanidad, Yeonhwa Park, Daeyoung Kim, Eric A. Decker and Guodong Zhang* (2019). Thermally processed oil exaggerates colonic inflammation and colitis-associated colon tumorigenesis in mice. Cancer Prevention Research, 12, 741-750 (Media coverage by UMass-Amherst and Boston Globe)

[D23] Yiren Yue, Peiyi Shen, Amanda L Chang, Weipeng Qi, Kee-Hong Kim, Daeyoung Kim, Yeonhwa Park* (2019). trans-Trismethoxy resveratrol decreased fat accumulation dependent on fat-6 and fat-7 in caenorhabditis elegans. Food & Function, 10, 4966-4974

[D22] Jason S.Yang, Weipeng Qi, Renalison Farias-Pereira, Stephanie Choi, John M.Clark, Daeyoung Kim, Yeonhwa Park* (2019). Permethrin and ivermectin modulate lipid metabolism in steatosis-induced HepG2 hepatocyte. Food and Chemical Toxicology, 125, 595-604

[D21] Weicang Wang, Jun Yang, Matthew L. Edin, Yuxin Wang, Ying Luo, Debin Wan, Haixia Yang, Chun-Qing Song, Wen Xue, Katherine Z. Sanidad, Mingyue Song, Heather A. Bisbee, Jennifer A. Bradbury, Guanjun Nan, Jianan Zhang, Pei-an Betty Shih, Kin Sing Stephen Lee, Lisa M. Minter, Daeyoung Kim, Hang Xiao, Jun-Yan Liu, Bruce D. Hammock, Darryl C. Zeldin and Guodong Zhang* (2019). Targeted metabolomics identifies the cytochrome P450 monooxygenase eicosanoid pathway as a novel therapeutic target of colon tumorigenesis. Cancer Research, 79(8), 1822-1830 (Media coverage by UMass-Amherst)

[D20] Yuxin Wang, Weicang Wang, Haixia Yang, Katherine Z Sanidad, David Johnson, E Ilker Ozay, Weipeng Qi, Manami Ando, Daeyoung Kim, Lisa M Minter, Xinfeng Zhao, Xiaohui Zheng, Hang Xiao, Yeonhwa Park, Zhenhua Liu, Eric A Decker, and Guodong Zhang* (2018). Dietary intake of mildly oxidized fat increases colitis and colitis-associated colon tumorigenesis through activation of Toll-like receptor 4 (TLR4) signaling. Current Developments in Nutrition, 2(11), 10.1093/cdn/nzy028

[D19] Phoebe B. Chen, Ju Hyeon Kim, Daeyoung Kim, John M. Clark, Yeonhwa Park* (2018). Conjugated linoleic acid regulates body composition and locomotor activity in sex-dependent manners in drosophila melanogaster. Lipids, 53, 825-834

[D18] Haixia Yang, Weicang Wang, Kymberleigh A Romano, Min Gu, Katherine Z Sanidad, Daeyoung Kim, Jun Yang, Birgitta Schmidt, Dipak Panigrahy, Ruisong Pei, Derek A Martin, E Ilker Ozay, Yuxin Wang, Mingyue Song, Bradley W Bolling, Hang Xiao, Lisa M Minter, Guang-Yu Yang, Zhenhua Liu, Federico E Rey, Guodong Zhang* (2018). A common antimicrobial additive increases colonic inflammation and colon tumorigenesis in mice. Science Translational Medicine 10(443):eaan4116 (Media coverage by UMass-Amherst, Los Angeles Times, Popular Science, Canadian Broad-casting Corporation, Daily Mail, La Vanguardia (Spain))

[D17] Weicang Wang, Jun Yang, Jianan Zhang, Yuxin Wang, Sung Hee Hwang, Weipeng Qi, Debin Wan, Daeyoung Kim, Jia Sun, Katherine Z. Sanidad, Haixia Yang, Yeonhwa Park, Jun-Yan Liu, Xinfeng Zhao, Xiaohui Zheng, Zhenhua Liu, Bruce D. Hammock, and Guodong Zhang*(2018). Lipidomic profiling reveals soluble epoxide hydrolase as a therapeutic target of obesity-induced colonic inflammation. Proceedings of the National Academy of Sciences (PNAS) U.S.A., 115:5283-5288 (Media coverage by UMass-Amherst, UC-Davis, Boston Globe, NIH/NIEHS)

[D16] Katherine Z Sanidad, Haixia Yang, Weicang Wang, E Ilker Ozay, Jun Yang, Min Gu, Emmet Karner, Jianan Zhang, Daeyoung Kim, Lisa M Minter, Hang Xiao, Guodong Zhang*(2018). Effects of consumer antimicrobials benzalkonium chloride, benzethonium chloride, and chloroxylenol on colonic inflammation and colitis-associated colon tumorigenesis in mice. Toxicological Sciences, 163:490-499

[D15] Xiao Xiao, Quancai Sun, Yoo Kim, Szu-Hao Yang, Weipeng Qi, Daeyoung Kim, Kyong Sup Yoon, John M. Clark, Yeonhwa Park* (2018). Exposure to permethrin promotes high fat diet-induced weight gain and insulin resistance in male C57BL/6J mice. Food and Chemical Toxicology, 111, 405-416

[D14] Quancai Sun, Ye Peng, Weipeng Qi, Yoo kim, John M. Clark, Daeyoung Kim, and Yeonhwa Park* (2017). Permethrin decreased insulin-stimulated AKT phosphorylation dependent on extracellular signal-regulated kinase-1 (ERK), but not AMP-activated protein kinase \(\alpha\) (AMPK\(\alpha\)), in C2C12 myotubes. Food and Chemical Toxicology, 109, 95-101

[D13] Quancai Sun, Weipeng Qi, Xiao Xiao, Szu-Hao Yang, Daeyoung Kim, Kyong Sup Yoon, John M. Clark, and Yeonhwa Park* (2017). Imidacloprid promotes high fat diet-induced adiposity in female C57BL/6J mice and enhances adipogenesis in 3T3-L1 adipocytes via the AMPK \(\alpha\)-mediated pathway. Journal of Agricultural and Food Chemistry, 65, 6572-6581

[D12] Xiao Xiao, Yoo Kim, Daeyoung Kim, Kyong Sup Yoon, John M Clark and Yeonhwa Park* (2017). Permethrin alters glucose metabolism in conjunction with high fat diet by potentiating insulin resistance and decreases voluntary activities in female C57BL/6J mice. Food and Chemical Toxicology, 108, 161-170

[D11] Weicang Wang, Jun Yang, Weipeng Qi, Haixia Yang, Chang Wang, Bowen Tan, Bruce D. Hammock, Yeonhwa Park, Daeyoung Kim, and Guodong Zhang*(2017). Lipidomic profiling of high-fat diet-induced obesity in mice: importance of cytochrome P450-derived fatty acid epoxides. Obesity, 25, 132-140

[D10] Weicang Wang, Jun Yang, Haixia Yang, Katherine Sanidad, Bruce Hammock, Daeyoung Kim, Guodong Zhang*(2016). Effects of high-fat diet on plasma profiles of eicosanoid metabolites in mice. Prostaglandins Other Lipid Mediat. 127:9-13

[D9] Quancai Sun, Xiao Xiao, Yoo Kim, Daeyoung Kim, Kyoon Sup Yoon, John M, Clark, and Yeonhwa Park*. Imidacloprid promotes high-fat diet induced adiposity and insulin resistance in male C57BL/6J mice (2016). Journal of Agricultural and Food Chemistry, 64, 9293-9306

[D8] Yoo Kim, Daeyoung Kim, and Yeonhwa Park* (2016). Conjugated linoleic acid (CLA) promotes endurance capacity via peroxisome proliferator-activated receptor \(\delta\)-mediated mechanism in mice. Journal of Nutritional Biochemistry, 38, 125-133

[D7] Yoo Kim, Daeyoung Kim, Deborah J. Good, and Yeonhwa Park*(2016). Conjugated linoleic acid (CLA) influences muscle metabolism via stimulating mitochondrial biogenesis signaling in adult-onset inactivity induced obese mice. European Journal of Lipid Science and Technology, 118, 1305-1316

[D6] Weicang Wang, Zheyuan Du, Yoshiki Nimiya, Elvira Sukamtoh, Daeyoung Kim, and Guodong Zhang* (2015). Allicin inhibits lymphangiogenesis through suppressing activation of vascular endothelial growth factor (VEGF) receptor. Journal of Nutritional Biochemistry, 29, 83-89

[D5] Yoo Kim, Daeyoung Kim, Deborah J. Good, and Yeonhwa Park* (2015). Effects of postweaning administration of conjugated linoleic acid on development of obesity in nescient basic helix-loop-helix 2 knockout mice. Journal of Agricultural and Food Chemistry, 63 (21), 5212-5223

[D4] Xiao Xiao, Jonggun Kim, Quancai Sun, Daeyoung Kim, Cheon-Seok Park, Tzong-Shi Lu, and Yeonhwa Park* (2015). Preventive effects of cranberry products on experimental colitis induced by dextran sulphate sodium in mice. Food Chemistry, 167, 438-446

[D3] Yooheon Park and Jonggun Kim and Angus G. Scrimgeour and Michelle L. Condlin and Daeyoung Kim and Yeonhwa Park* (2013). Conjugated linoleic acid and calcium co-supplementation improves bone health in ovariectomised mice. Food Chemistry, 140, 280-288

[D2] Jun Ho Kim, Yooheon Park, Daeyoung Kim, Deborah J. Good, Yeonhwa Park* (2013). Dietary conjugated nonadecadienoic acid prevents adult-onset obesity in nescient basic helix-loop-helix 2 knockout mice. Journal of Nutritional Biochemistry, 24, 556-566

[D1] Jun Ho Kim, Yooheon Park, Daeyoung Kim and Yeonhwa Park* (2012). Dietary influences on nonexercise physical activity and energy expenditure in C57BL/6J mice. Journal of Food Science, 77(2):H63-8

 

 

 

Technical report (*: corresponding author)

 

[E1] Zheng Wei, Daeyoung Kim and Erin M. Conlon*(2016). Parallel computing for copula parameter estimation with big data: a simulation study.

 

 

Manuscript under Review (*: corresponding author)

 

[F5] Zheng Wei and Daeyoung Kim*. On partial and conditional association measures for ordinal contingency tables

[F4] Zheng Wei and Daeyoung Kim*. Measure of asymmetric association for ordinal contingency tables via the bilinear extension copula

[F3] Zheng Wei and Daeyoung Kim*. Non-model based approach to the analysis of a contingency table with an ordinal response variable

[F2] Zheng Wei and Daeyoung Kim*. On exploratory analytic method for multi-way contingency tables with an ordinal response

[F1] Shengmin Luo, Daeyoung Kim, Yongkang Wu, Yucheng Li, Dongfang Wang, Jinliang Song, Don J. DeGroot, Guoping Zhang*. Big data nanoindentation and analytics reveal the multi-staged, progressively-homogenized, depth-dependent upscaling of rocks' properties

 

 

Manuscript in preparation (*: corresponding author)

 

[G5] Seongyong Kim, Yousung Park and Daeyoung Kim*. Statistical modeling for age-speci c fertility rate: a nite mixture model approach.

[G4] Li Wang, Boxuan Cu, Philip Pham, and Daeyoung Kim*. Setgen: An R package for simu- lation and visualization of likelihood regions

[G3] Katherine Sanidad, Hongna Zhang, Ermin Zhao, Jun Yang, Min Gu, Nathanial Stevens, Julie Parsonnet, Thomas Haggerty, Jianan Zhang, Fang Li, Haixia Yang, Jingwen Lin, Yuxin Wang, Daeyoung Kim, Hang Xiao, Zongwei Cai Guodong Zhang*. Metabolic re-activation of environ- mental 1 toxicant by gut microbiota

[G2] Zheng Wei, Daeyoung Kim and Erin Conlon. A Bayesian approach to the analysis of asym- metric association for two-way ordinal contingency tables

[G1] Shengmin Luo, Yongkang Wu, Daeyoung Kim, Yucheng Li, Dongfang Wang, Ahmed Rabie, Jian Zhou, Guoping Zhang*. Assessment of shale softening induced by shale- uid interactions: an application of big data-based nanoindentation in screening of hydrofracking additives

 

 

 

Teaching

 

Stat 797L: ST-Mixture Models - Spring 2018

Stat 725 - Fall 2020, Fall 2018, Fall 2016

Stat 697TS: Time Series Analysis and Applications - Spring 2017, Spring 2014, Spring 2013

Stat 697R: Regression Analysis - Fall 2015, Fall 2014, Fall 2013

Stat 608: Mathematical Statistics II - Spring 2021, Spring 2020, Spring 2019, Spring2018, Spring 2012, Spring 2011

Stat 607: Mathematical Statistics I - Fall 2020, Fall 2019, Fall 2018, Fall 2017, Fall 2011, Fall 2010

STAT 597T: ST-Analysis of Discrete Data - Spring 2020

Stat 525(505): Regression Analysis - Spring2017, Fall 2015, Fall 2014, Fall 2013, Fall 2009

Stat 516: Statistics II - Spring 2015, Spring 2012, Spring 2010, Spring 2009

Stat 515: Statistics I - Spring 2010, Spring 2009, Fall 2008

 

 

Statistics Resources

 

  • Statistical Science Web Main Journal List
  • StatLib (Carnegie Mellon University)
  • Virtual Lab in Statistics (Rice University)
  • Current Index to Statistics