Graduate Program: Statistics - Blacklight Search Results

Open Access

Author:: Lee, Kuang-yao
Title:: A GENERAL THEORY FOR NONLINEAR SUFFICIENT DIMENSION REDUCTION: FORMULATION AND ESTIMATION
Graduate Program:: Statistics
Keywords:: Dimension reduction σ-field
Unbiasedness
Exhaustiveness
sliced average variance estimator
sliced inverse regression
File:: Download kuang_yao_lees_dissertation_final.pdf
Committee Members:: Bing Li, Dissertation Advisor/Co-Advisor
Bing Li, Committee Chair/Co-Chair
Francesca Chiaromonte, Committee Member
Dr Runze Li, Committee Member
C Lee Giles, Committee Member

Open Access

Author:: Jandarov, Roman A
Title:: Inference with implicit likelihoods for infectious disease models
Graduate Program:: Statistics
Keywords:: Expensive likelihood
SIR model
Gaussian processes
emulation
infectious diseases
meningitis
measles.
File:: Download JandarovDissertationFINAL.pdf
Committee Members:: Murali Haran, Dissertation Advisor/Co-Advisor
Murali Haran, Committee Chair/Co-Chair
Francesca Chiaromonte, Committee Member
David Russell Hunter, Committee Member
Ottar N Bjornstad, Committee Member

Open Access

Author:: Simeonov, Ivan Botev
Title:: Spatial Point Process Modeling of Viral Infections in Cell Cultures
Graduate Program:: Statistics
Keywords:: Spatial Point Processes
pair correlation function
in vitro cell culture studies
parametric point process models
File:: Download PhdDissertationIvanSimeonov.pdf
Committee Members:: John Fricks, Dissertation Advisor/Co-Advisor
Francesca Chiaromonte, Committee Chair/Co-Chair
Murali Haran, Committee Member
Mary Poss, Special Member

Open Access

Author:: Fu, Guifang
Title:: Statistical Models for Mapping Genes that Contribute to Shape Variation
Graduate Program:: Statistics
Keywords:: QTL
Statistical Genetics
Shape Analysis
Plant
Functional Data Analysis
File:: Download Guifang_Dissertation.pdf
Committee Members:: Rongling Wu, Dissertation Advisor/Co-Advisor
Dr Runze Li, Dissertation Advisor/Co-Advisor
Vernon Michael Chinchilli, Committee Member
Dr Jia Li, Committee Member
Qiang Du, Committee Member

Open Access

Open Access

Author:: Xu, Jialin
Title:: A Generalized Linear Model For Peak Calling in ChIP-Seq Data
Graduate Program:: Statistics
Keywords:: Generalized Linear Model
Negative binomial distribution
ChIP-Sequencing
Peak calling
FDR
File:: Download GLMNB_Thesis_JialinXu.pdf
Committee Members:: Yu Zhang, Dissertation Advisor/Co-Advisor
Naomi S Altman, Committee Member
Debashis Ghosh, Committee Member
Ross Cameron Hardison, Committee Member

Open Access

Author:: Kraus, Lauren Elise
Title:: Classification of Pennsylvania Bat Species by Discriminant Analysis of Echolocation Calls
Graduate Program:: Statistics
Keywords:: discriminant analysis
echolocation
bat echolocation calls
Indiana bat
white nose syndrome
File:: Download Masters_Thesis.pdf
Committee Members:: James Landis Rosenberger, Thesis Advisor/Co-Advisor

Open Access

Author:: You, Cheng
Title:: Machine Learning Methods in Portfolio Replication
Graduate Program:: Statistics
Keywords:: machine learning
portfolio replication
LASSO
LARS
trading strategies
hidden Markov model
hierarchical modelling
File:: Download ChengYou-MasterThesis-Final.pdf
Committee Members:: Jason Ryder Morton, Thesis Advisor/Co-Advisor

Open Access

Author:: Liu, Jingyuan
Title:: Statistical Methods for Different Ultrahigh Dimensional Models
Graduate Program:: Statistics
Keywords:: ultrahigh dimension
varying coefficient model
partially linear model
feature screening
File:: Download dissertation_w_vita.pdf
Committee Members:: Runze Li, Dissertation Advisor/Co-Advisor
Rongling Wu, Committee Chair/Co-Chair
Vernon Michael Chinchilli, Committee Member
Dennis Kon Jin Lin, Committee Member
Liwang Cui, Special Member

Open Access

Author:: Zhang, Ying
Title:: New Models For Conditional Covariance Matrix
Graduate Program:: Statistics
Keywords:: covariance estimation
smoothing spline
Cholesky decomposition
local linear regression
semi-parametric regression
File:: Download Thesis_Ying.pdf
Committee Members:: Runze Li, Dissertation Advisor/Co-Advisor
Runze Li, Committee Chair/Co-Chair
Bing Li, Committee Member
Zhibiao Zhao, Committee Member
Qiang Du, Committee Member

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