• 682 Citations
  • 13 h-Index
20052019
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Research Output 2005 2019

  • 682 Citations
  • 13 h-Index
  • 31 Article
  • 2 Chapter
  • 1 Conference contribution
2019

Efficient and flexible model-based clustering of jumps in diffusion processes

Kang, B. & Park, T., 2019 Sep, In : Journal of the Korean Statistical Society. 48, 3, p. 439-453 15 p.

Research output: Contribution to journalArticle

Model-based Clustering
Diffusion Process
Jump
Time Series Data
Jump-diffusion Process

Medical therapy does not confer stroke prevention for all patients: identification of high-risk patients with asymptomatic carotid stenosis is still needed

Lim, S., Mora-Pinzon, M., Park, T., Yoon, W., Crisostomo, P. R. & Cho, J. S., 2019 Oct 1, In : International angiology : a journal of the International Union of Angiology. 38, 5, p. 372-380 9 p.

Research output: Contribution to journalArticle

Carotid Stenosis
Stroke
Therapeutics
Veterans Hospitals
United States Department of Veterans Affairs
1 Citation (Scopus)

Partially collapsed Gibbs sampling for latent Dirichlet allocation

Park, H., Park, T. & Lee, Y. S., 2019 Oct 1, In : Expert Systems with Applications. 131, p. 208-218 11 p.

Research output: Contribution to journalArticle

Sampling
Broadcasting
Learning systems
Industry
2018
2 Citations (Scopus)

Analysis of Poisson varying-coefficient models with autoregression

Park, T. & Jeong, S., 2018 Jan 2, In : Statistics. 52, 1, p. 34-49 16 p.

Research output: Contribution to journalArticle

Varying Coefficient Model
Autoregression
Poisson Model
Regression Coefficient
Count
2017
3 Citations (Scopus)

Analysis of binary longitudinal data with time-varying effects

Jeong, S., Park, M. & Park, T., 2017 Aug 1, In : Computational Statistics and Data Analysis. 112, p. 145-153 9 p.

Research output: Contribution to journalArticle

Binary Data
Longitudinal Data
Time-varying
Regression Coefficient
Time-varying Coefficients
2 Citations (Scopus)

Bayesian variable selection in Poisson change-point regression analysis

Min, S. & Park, T., 2017 Mar 16, In : Communications in Statistics: Simulation and Computation. 46, 3, p. 2267-2282 16 p.

Research output: Contribution to journalArticle

Change-point Analysis
Bayesian Variable Selection
Regression Analysis
Regression analysis
Covariates

Development of a self-assessment score for metabolic syndrome risk in non-obese Korean adults

Je, Y., Kim, Y. & Park, T., 2017 Jan 1, In : Asia Pacific Journal of Clinical Nutrition. 26, 2, p. 220-226 7 p.

Research output: Contribution to journalArticle

Logistic Models
Food Supply
Self-Assessment
Nutrition Surveys
Feeding Behavior
2016
5 Citations (Scopus)

Bayesian semiparametric inference on functional relationships in linear mixed models

Jeong, S. & Park, T., 2016 Dec 1, In : Bayesian Analysis. 11, 4, p. 1137-1163 27 p.

Research output: Contribution to journalArticle

Semiparametric Inference
Linear Mixed Model
Varying Coefficients
Functional Relationship
Covariates
4 Citations (Scopus)

Comparison of supramesenteric aortic cross-clamping with supraceliac aortic cross-clamping for aortic reconstruction

Lim, S., Halandras, P. M., Saqib, N. U., Ching, Y. A., Villella, E., Park, T., Son, H. & Cho, J. S., 2016 Oct 1, In : Journal of Vascular Surgery. 64, 4, p. 941-947 7 p.

Research output: Contribution to journalArticle

Constriction
Propensity Score
Aortic Diseases
Superior Mesenteric Artery
Peripheral Vascular Diseases
12 Citations (Scopus)

Partially Collapsed Gibbs Sampling for Linear Mixed-effects Models

Park, T. & Min, S., 2016 Jan 1, In : Communications in Statistics: Simulation and Computation. 45, 1, p. 165-180 16 p.

Research output: Contribution to journalArticle

Linear Mixed Effects Model
Gibbs Sampling
Gibbs Sampler
Sampling
Reparameterization
2015
5 Citations (Scopus)

Efficient Bayesian analysis of multivariate aggregate choices

Park, T. & Jeong, S., 2015 Nov 2, In : Journal of Statistical Computation and Simulation. 85, 16, p. 3352-3366 15 p.

Research output: Contribution to journalArticle

Bayesian Analysis
Data Augmentation
Imputation
Partial Sums
Bernoulli
4 Citations (Scopus)

EM estimation for finite mixture models with known mixture component size

Teel, C., Park, T. & Sampson, A. R., 2015 Jul 3, In : Communications in Statistics: Simulation and Computation. 44, 6, p. 1545-1556 12 p.

Research output: Contribution to journalArticle

Finite Mixture Models
EM Algorithm
Stable Convergence
Convergence Properties
Robustness
27 Citations (Scopus)

Outcomes of endovascular abdominal aortic aneurysm repair in high-risk patients

Lim, S., Halandras, P. M., Park, T., Lee, Y., Crisostomo, P., Hershberger, R., Aulivola, B. & Cho, J. S., 2015 Apr 1, In : Journal of Vascular Surgery. 61, 4, p. 862-868 7 p.

Research output: Contribution to journalArticle

Abdominal Aortic Aneurysm
Aneurysm
Survival
4 Citations (Scopus)

Tea Consumption and Endometrial Cancer Risk: Meta-Analysis of Prospective Cohort Studies

Je, Y. & Park, T., 2015 Jul 4, In : Nutrition and Cancer. 67, 5, p. 825-830 6 p.

Research output: Contribution to journalArticle

Tea
Endometrial Neoplasms
Meta-Analysis
Cohort Studies
Prospective Studies
2014
23 Citations (Scopus)

Coffee consumption patterns in Korean adults: the Korean National Health and Nutrition Examination Survey (2001-2011)

Je, Y., Jeong, S. & Park, T., 2014 Jan 1, In : Asia Pacific Journal of Clinical Nutrition. 23, 4, p. 691-702 12 p.

Research output: Contribution to journalArticle

Nutrition Surveys
Coffee
2012
5 Citations (Scopus)

Bayesian nonparametric inference on quantile residual life function: Application to breast cancer data

Park, T., Jeong, J. H. & Lee, J. W., 2012 Aug 15, In : Statistics in Medicine. 31, 18, p. 1972-1985 14 p.

Research output: Contribution to journalArticle

Residual Life
Censored Survival Data
Nonparametric Inference
Bayesian Nonparametrics
Survival Data
11 Citations (Scopus)

Bayesian semi-parametric analysis of Poisson change-point regression models: Application to policy-making in Cali, Colombia

Park, T., Krafty, R. T. & Sánchez, A. I., 2012 Oct 1, In : Journal of Applied Statistics. 39, 10, p. 2285-2298 14 p.

Research output: Contribution to journalArticle

Change-point Model
Parametric Analysis
Baseline
Regression Model
Siméon Denis Poisson
38 Citations (Scopus)

Delayed open conversions after endovascular abdominal aortic aneurysm repair

Chaar, C. I. O., Eid, R., Park, T., Rhee, R. Y., Abu-Hamad, G., Tzeng, E., Makaroun, M. S. & Cho, J. S., 2012 Jun, In : Journal of Vascular Surgery. 55, 6, p. 1562-1569.e1

Research output: Contribution to journalArticle

Abdominal Aortic Aneurysm
Aneurysm
Endoleak
Ligation
Inferior Mesenteric Artery
46 Citations (Scopus)

Endovascular repair of ruptured abdominal aortic aneurysm does not confer survival benefits over open repair

Saqib, N., Park, S. C., Park, T., Rhee, R. Y., Chaer, R. A., Makaroun, M. S. & Cho, J. S., 2012 Sep 1, In : Journal of Vascular Surgery. 56, 3, p. 614-619 6 p.

Research output: Contribution to journalArticle

Aortic Rupture
Abdominal Aortic Aneurysm
Propensity Score
Survival
Pyridinolcarbamate
2011
25 Citations (Scopus)

Accounting for calibration uncertainties in X-ray analysis: Effective areas in spectral fitting

Lee, H., Kashyap, V. L., Van Dyk, D. A., Connors, A., Drake, J. J., Izem, R., Meng, X. L., Min, S., Park, T., Ratzlaff, P., Siemiginowska, A. & Zezas, A., 2011 Apr 20, In : Astrophysical Journal. 731, 2, 126.

Research output: Contribution to journalArticle

X-ray spectroscopy
spectrum analysis
calibration
Markov chains
principal components analysis
6 Citations (Scopus)

Bayesian Analysis of Individual Choice BehaviorWith Aggregate Data

Park, T., 2011 Mar 1, In : Journal of Computational and Graphical Statistics. 20, 1, p. 158-173 16 p.

Research output: Contribution to journalArticle

Bayesian Analysis
Generalized Linear Model
Privacy Protection
Data Augmentation
Probit
14 Citations (Scopus)

Comparison of modern open infrarenal and pararenal abdominal aortic aneurysm repair on early outcomes and renal dysfunction at one year

Jeyabalan, G., Park, T., Rhee, R. Y., Makaroun, M. S. & Cho, J. S., 2011 Sep 1, In : Journal of Vascular Surgery. 54, 3, p. 654-659 6 p.

Research output: Contribution to journalArticle

Abdominal Aortic Aneurysm
Kidney
Mortality
Renal Insufficiency
Creatinine
3 Citations (Scopus)

Generalized linear mixed models in time series studies of air pollution

Chuang, Y. H., Mazumdar, S., Park, T., Tang, G., Arena, V. C. & Nicolich, M. J., 2011 Jan 1, In : Atmospheric Pollution Research. 2, 4, p. 428-435 8 p.

Research output: Contribution to journalArticle

Air pollution
smoothing
Splines
Time series
atmospheric pollution
39 Citations (Scopus)

Long-term sac behavior after endovascular abdominal aortic aneurysm repair with the Excluder low-permeability endoprosthesis

Hogg, M. E., Morasch, M. D., Park, T., Flannery, W. D., Makaroun, M. S. & Cho, J. S., 2011 May 1, In : Journal of Vascular Surgery. 53, 5, p. 1178-1183 6 p.

Research output: Contribution to journalArticle

Endoleak
Abdominal Aortic Aneurysm
Permeability
Growth
Aneurysm
8 Citations (Scopus)

Partially collapsed Gibbs sampling and path-adaptive metropolis-hastings in high-energy astrophysics

van Dyk, D. A. & Park, T., 2011 May 10, Handbook of Markov Chain Monte Carlo. CRC Press, p. 383-400 18 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Metropolis-Hastings
Gibbs Sampling
Astrophysics
High Energy
Path
25 Citations (Scopus)

Policies for alcohol restriction and their association with interpersonal violence: A time-series analysis of homicides in Cali, Colombia

Sánchez, Á. I., Villaveces, A., Krafty, R. T., Park, T., Weiss, H. B., Fabio, A., Puyana, J. C. & Gutiérrez, M. I., 2011 Aug 1, In : International journal of epidemiology. 40, 4, p. 1037-1046 10 p., dyr051.

Research output: Contribution to journalArticle

Colombia
Homicide
Violence
Alcohols
Incidence
2010
1 Citation (Scopus)

Bayesian model averaging approach in health effects studies: Sensitivity analyses using PM10 and cardiopulmonary hospital admissions in Allegheny County, Pennsylvania and simulated data

Chuang, Y. H., Mazumdar, S., Park, T., Tang, G., Arena, V. C. & Nicolich, M. J., 2010 Jan 1, In : Atmospheric Pollution Research. 1, 3, p. 161-167 7 p.

Research output: Contribution to journalArticle

Health
Air pollution
Splines
atmospheric pollution
health
31 Citations (Scopus)

Prior endovascular abdominal aortic aneurysm repair provides no survival benefits when the aneurysm ruptures

Cho, J. S., Park, T., Kim, J. Y., Chaer, R. A., Rhee, R. Y. & Makaroun, M. S., 2010 Jan 1, In : Journal of Vascular Surgery. 52, 5, p. 1127-1134 8 p.

Research output: Contribution to journalArticle

Abdominal Aortic Aneurysm
Aneurysm
Rupture
Survival
Endoleak
2009
36 Citations (Scopus)

Partially collapsed Gibbs samplers: Illustrations and applications

Park, T. & Van Dyk, D. A., 2009 Dec 1, In : Journal of Computational and Graphical Statistics. 18, 2, p. 283-305 23 p.

Research output: Contribution to journalArticle

Gibbs Sampler
Stationary Distribution
Gibbs sampler
Multilevel Models
Multivariate Time Series
2008
2 Citations (Scopus)

How to handle calibration uncertainties in high-energy astrophysics

Kashyap, V. L., Lee, H., Siemiginowska, A., McDowell, J., Rots, A., Drake, J., Ratzlaff, P., Zezas, A., Izem, R., Connors, A., Van Dyk, D. & Park, T., 2008 Dec 1, Observatory Operations: Strategies, Processes, and Systems II. Vol. 7016. 70160P

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Astrophysics
Systematic Error
Systematic errors
systematic errors
High Energy
119 Citations (Scopus)

Partially collapsed Gibbs samplers: Theory and methods

Van Dyk, D. A. & Park, T., 2008 Jun 1, In : Journal of the American Statistical Association. 103, 482, p. 790-796 7 p.

Research output: Contribution to journalArticle

Gibbs Sampler
Statistical Computing
Sampling Strategy
Trimming
Gibbs Sampling
15 Citations (Scopus)

Searching for narrow emission lines in X-ray spectra: Computation and methods

Park, T., Van Dyk, D. A. & Siemiginowska, A., 2008 Dec 1, In : Astrophysical Journal. 688, 2, p. 807-825 19 p.

Research output: Contribution to journalArticle

inference
Markov chains
Markov chain
x rays
quasars
2006
164 Citations (Scopus)

Bayesian estimation of hardness ratios: Modeling and computations

Park, T., Kashyap, V. L., Siemiginowska, A., Van Dyk, D. A., Zezas, A., Heinke, C. & Wargelin, B. J., 2006 Nov 20, In : Astrophysical Journal. 652, 1 I, p. 610-628 19 p.

Research output: Contribution to journalArticle

hardness
modeling
propagation
random variables
photons
2005
2 Citations (Scopus)

Efficient EM-type Algorithms for Fitting Spectral Lines in High-Energy Astrophysics

van Dyk, D. A. & Park, T., 2005 Jul 14, Applied Bayesian Modeling and Causal Inference from Incomplete-Data Perspectives: An Essential Journey with Donald Rubin's Statistical Family. Wiley-Blackwell, p. 285-296 12 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Spectrum Analysis
Astrophysics
Expectation-maximization Algorithm
High Energy
Line