eTD Explore

Open Access

Author:: Balashov, Nikolay Victor
Title:: PROBABILISTIC FORECASTING OF SURFACE OZONE WITH A NOVEL STATISTICAL APPROACH
Graduate Program:: Meteorology
Keywords:: surface ozone
statistical
self-organizing map
meteorology
air pollution
air quality
probabilistic forecasting
File:: Download NVB_PhD_Dissertation.pdf
Committee Members:: Anne M. Thompson, Dissertation Advisor/Co-Advisor
George Spencer Young, Committee Chair/Co-Chair
Stephen Greybush, Committee Member
William Ryan, Committee Member
Benjamin Adam Shaby, Outside Member

Open Access

Author:: Ensley, John Robert
Title:: Bayesian Semiparametric Covariance Function Estimation for Stationary Gaussian Processes by Overwhelming Force
Graduate Program:: Statistics
Keywords:: Gaussian process
bayesian
covariance function
mcmc
parallel computing
penalized splines
spectral density
monte carlo integration
semiparametric
File:: Download Ensley-thesis.pdf
Committee Members:: Benjamin Adam Shaby, Thesis Advisor/Co-Advisor
David Russell Hunter, Committee Member
Ephraim Mont Hanks, Committee Member

Open Access

Author:: Trampush, Sheila Marie
Title:: HOW LANDSCAPE DYNAMICS CAN ALTER THE PRESERVATION AND INTERPRETATION OF PALEOENVIRONMENTAL SIGNALS IN FLUVIODELTAIC ENVIRONMENTS
Graduate Program:: Geosciences
Keywords:: stratigraphy
geology
Paleocene-Eocene Thermal Maximum
autogenic sedimentation
File:: Download Trampush_dissertation_final_draft_2017_11_21.pdf
Committee Members:: Elizabeth Ann Hajek, Dissertation Advisor/Co-Advisor
Elizabeth Ann Hajek, Committee Chair/Co-Chair
Mark E Patzkowsky, Committee Member
Lee Kump, Committee Member
Benjamin Adam Shaby, Outside Member

Open Access

Author:: Straub, Benjamin Marshall
Title:: A STUDY OF APPROXIMATIONS AND DATA REDUCTION TECHNIQUES FOR KERNEL REGULARIZED LEAST SQUARES
Graduate Program:: Statistics
Keywords:: Kernel Methods
Machine-Learning
Ridge
Regularization
Random Projections
Clustering
Least-Squares
File:: Download final_thesis.pdf
Committee Members:: Bharath Kumar Sriperumbudur, Thesis Advisor/Co-Advisor
Donald Richards, Committee Member
David Russell Hunter, Committee Member
Benjamin Adam Shaby, Committee Member

Open Access

Author:: Wu, Yangqingxiang
Title:: NUMERICAL SOLUTIONS OF INDEFINITE PROBLEMS AND AQUATIC INVASIVE SPECIES MODELING
Graduate Program:: Mathematics
Keywords:: Helmholtz equation
iterative method
indefinite system
invasive species modeling
File:: Download Yang-Dissertation-submit.pdf
Committee Members:: Ludmil Tomov Zikatanov, Dissertation Advisor/Co-Advisor
Ludmil Tomov Zikatanov, Committee Chair/Co-Chair
Chun Liu, Committee Member
Wen Shen, Committee Member
Benjamin Adam Shaby, Outside Member
Katherine Yoder Zipp, Outside Member

Open Access

Author:: Park, Jaewoo
Title:: COMPUTATIONAL METHODS FOR MODELS WITH INTRACTABLE NORMALIZING FUNCTIONS
Graduate Program:: Statistics
Keywords:: Markov chain Monte Carlo
doubly intractable distributions
exponen- tial random graph models
Markov point processes
importance sampling
Gaussian processes
non-Gaussian spatial data
dimension reduction
Monte Carlo maximum likelihood
File:: Download JParkThesis.pdf
Committee Members:: Murali Haran, Dissertation Advisor/Co-Advisor
Murali Haran, Committee Chair/Co-Chair
Le Bao, Committee Member
Benjamin Adam Shaby, Committee Member
Matthew Joseph Ferrari, Outside Member

Open Access

Author:: Bopp, Gregory
Title:: Statistical Modeling of Extreme Values with Applications in Climatology
Graduate Program:: Statistics
Keywords:: extreme values
statistics
spatio-temporal modeling
wind speeds
precipitation
File:: Download GregoryBopp-Dissertation.pdf
Committee Members:: Benjamin Adam Shaby, Dissertation Advisor/Co-Advisor
Benjamin Adam Shaby, Committee Chair/Co-Chair
Ephraim Mont Hanks, Committee Member
Murali Haran, Committee Member
Alfonso Ignacio Mejia, Outside Member

Search