Keyword: MCMC - Blacklight Search Results

Open Access

Author:: Han, Bing
Title:: A BAYESIAN APPROACH TO FALSE DISCOVERY RATE FOR LARGE SCALE SIMULTANEOUS INFERENCE
Graduate Program:: Statistics
Keywords:: Bayes false nondiscovery rate
Bayes false discovery rate
mixture model
MCMC
File:: Download Binder1.pdf
Committee Members:: Rana Arnold, Committee Chair/Co-Chair
Naomi S Altman, Committee Chair/Co-Chair
Claude Walker Depamphilis, Committee Member
Bing Li, Committee Member

Open Access

Author:: Das, Kiranmoy
Title:: SEMI-PARAMETRIC BAYESIAN FUNCTIONAL MAPPING WITH IRREGULAR SPARSE LONGITUDINAL DATA
Graduate Program:: Statistics
Keywords:: Longitudinal data
functional mapping
MCMC
File:: Download Das_Kiranmoy_thesis.pdf
Committee Members:: Rongling Wu, Dissertation Advisor/Co-Advisor
Rongling Wu, Committee Chair/Co-Chair
Runze Li, Committee Chair/Co-Chair
Vernon Michael Chinchilli, Committee Member
Debashis Ghosh, Committee Member
Peter Cm Molenaar, Committee Member

Open Access

Author:: Zhang, Lu
Title:: REGIME SWITCHING STOCHASTIC VOLATILITY AND ITS EMPIRICAL ANALYSIS
Graduate Program:: Statistics
Keywords:: Stochastic Volatility
Regime Switching
MCMC
File:: Download LuZhang-MasterThesis.pdf
Committee Members:: John C Liechty, Thesis Advisor/Co-Advisor
John C Liechty, Thesis Advisor/Co-Advisor

Open Access

Author:: Rauschert, Ingmar Peter
Title:: Human Body Pose Estimation and Segmentation with Hierarchical, Data-driven MCMC
Graduate Program:: Computer Science and Engineering
Keywords:: Human Body Pose
Pedestrian
Image Segmentation
MCMC
Bayesian Probability
Computer Vision
File:: Download ms-thesis-ipr100-rev2.pdf
Committee Members:: Robert T Collins, Thesis Advisor/Co-Advisor

Open Access

Author:: Braun, Keith Eric
Title:: Inversion Scheme for Predicting Petrophysical Properties in the Blake Ridge Methane Hydrates Field from 3d Seismic Survey Data
Graduate Program:: Energy and Mineral Engineering
Keywords:: hydrates
bayesian inversion
MCMC
petroleum
File:: Download 1-Thesis042016.pdf
Committee Members:: Eugene C Morgan, Thesis Advisor/Co-Advisor
Shimin Liu, Thesis Advisor/Co-Advisor
Sridhar Anandakrishnan, Thesis Advisor/Co-Advisor
Luis F Ayala H, Thesis Advisor/Co-Advisor

Open Access

Author:: Baldwin, Douglas C
Title:: IMPROVING ESTIMATES OF ROOT ZONE SOIL MOISTURE TO UNDERSTAND ECOSYSTEM DROUGHT SENSITIVITY
Graduate Program:: Geography
Keywords:: Soil moisture
Bayesian
MCMC
Root zone
Remote sensing
Kalman filter
Drought
Carbon
File:: Download Baldwin_dissertation.pdf
Committee Members:: Erica A H Smithwick, Dissertation Advisor/Co-Advisor
Erica A H Smithwick, Committee Chair/Co-Chair
Alan MacEachren, Committee Member
Kenneth Davis, Committee Member
Klaus Keller, Outside Member

Open Access

Author:: Groendyke, Christophe
Title:: Inference for Social Networks Based on Epidemic Data
Graduate Program:: Statistics
Keywords:: networks
ERGM
MCMC
Erdos-Renyi
measles
File:: Download CGDissertation.pdf
Committee Members:: David Hunter, Committee Chair/Co-Chair
Murali Haran, Committee Member
Debashis Ghosh, Committee Member
Padma Raghavan, Committee Member

Open Access

Author:: Tibbits, Matthew McLean
Title:: Parallel Markov chain Monte Carlo
Graduate Program:: Statistics
Keywords:: MCMC
Parallel Computing
Bayesian Sampling
Slice Sampling
Langevin Hastings
File:: Download mTibbits-Dissertation.pdf
Committee Members:: Murali Haran, Committee Chair/Co-Chair
John C. Liechty, Committee Chair/Co-Chair
David Hunter, Committee Member
Padma Raghavan, Committee Member

Open Access

Author:: Wang, Hongjian
Title:: Ubran Computing with Mobility Data: a Unified Approach
Graduate Program:: Information Sciences and Technology
Keywords:: urban computing
graph embedding
data mining
mobility data
spatial non-stationary
geographically weighted regression
reinforcement learning
MCMC
File:: Download Hongjian-disertation.pdf
Committee Members:: Dr. Zhenhui Li, Dissertation Advisor/Co-Advisor
Zhenhui Li, Committee Chair/Co-Chair
C. Lee Giles, Committee Member
Anna Squicciarini, Committee Member
Daniel Kifer, Outside Member

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