Jin, Ick Hoon [CV]
Postdoctoral Fellow, Department of Biostatistics, University of Texas MD Anderson Cancer Center.
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Contact Information |
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Research Interest |
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Presentation |
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Address: University of Texas, MD Anderson Cancer Center |
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- (ADAPTIVE) MARKOV CHAIN MONTE CARLO |
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01. Bayesian Analysis for ERGMs Using the DMH Sampler |
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1400 Pressler Street, Unit Number 1411 |
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(Inferences for Models with Intractable Normalizing Constants) |
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at Interface 2010, Seattle, WA, Jun., 2010. [PPT] |
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Houston, TX, 77030-4009 |
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(Applications of SAMC Method to other areas) |
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Phone : 713-794-1331 |
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- STATISTICAL ANALYSIS FOR NETWORK DATA |
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02. Use of SAMC for Bayesian Analysis of Statistical Models with |
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E-M@IL: IJin@mdanderson.org (Primary) |
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(Estimation of Exponential Random Graph Models (ERGMs)) |
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Intractable Normalizing Constant at JSM 2010, Vancouver, BC, |
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(Model Selection, Missing Edge Imputation, Clustering) |
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Aug., 2010. [PPT] | |
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- BAYESIAN ADAPTIVE CLINICAL TRIALS |
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03. Bayesian Analysis of Statistical Models with Intractable |
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Employment |
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(Bayesian Phase I/II Clinical Trial in Oncology Problem) |
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Normalizing Constants at MD Anderson Cancer Center, TX, |
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2011. 08 - Current |
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- HIDDEN MARKOV MODELS |
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Feb., 2011. [PPT] |
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(Bayesian Selection of Hidden Markov Random Fields) |
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04. Fitting ERGMs Using Stochastic Approximation MCMC Algorithms | |
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Postdoctoral Fellow, Department of Biostatistics |
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with Trajectory Averaging at Complex Network Transition | |
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TOPIC: Bayesian Phase I/II Clinical Trial in Oncology Problems |
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Publication |
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Workshop, SAMSI, Research Park, NC, Jun., 2011. [POSTER] |
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ADVISOR: Professor Ying Yuan |
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01. JIN and LIANG (2009) Bayesian analysis for ERGMs using the |
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05. Fitting ERGMs Using Stochastic Approximation MCMC Algorithms |
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double Metropolis-Hasting algorithm. [PDF] |
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with Trajectory Averaging at JSM 2011, Miami Beach, FL, |
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Education |
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(IAMCS Technical Report 2009-097, Texas A&M University) |
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Aug., 2011. [PPT] |
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2006. 09 - Current |
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02. LIANG and JIN (2010) A Monte Carlo Metropolis-Hasting |
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| Texas A&M University, College Station, TX |
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algorithm for sampling from distribution with intractable |
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Teaching Experience |
| PH.D. STATISTICS, ADVISOR: Faming Liang |
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normalizing constants. (Submitted to JASA) |
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INSTROCTOR: 2009 SUMMER - 2010 SPRING |
| THESIS: Statistical Inference for Models with Intractable |
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03. JIN and LIANG (2010) Fitting ERGMs using stochastic approx. |
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GRADER: 2006 FALL - 2009 SPRING, 2010 FALL - 2011 SUMMER |
| Normalizing Constants |
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MCMC algorithms with trajectory averaging. |
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| 2004. 03 - 2006. 02 |
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(Under Revision, JCGS) |
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| Yonsei University, Seoul, Republic of Korea |
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04. JIN and LIANG (2010) Use of SAMC for Bayesian analysis of |
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| MA. APPLIED STATISTICS |
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statistical models with intractable normalizing constants. |
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| 1997. 03 - 2004. 02 |
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(Submitted to Electronic Journal of Statistics) |
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Mail: G-M@IL, STAT.TAMU.EDU |
| Yonsei University, Seoul, Republic of Korea |
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05. JIN and LIANG (2011) An adaptive exchange Monte Carlo |
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| algorithm with applications to spatial data analysis. | ||||
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(Working Paper) |
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