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Open Access

Author:: Lian, Zilong
Title:: BAYESIAN STATISTICAL PROCESS ADJUSTMENT FOR UNKNOWN PARAMETER SYSTEMS
Graduate Program:: Industrial Engineering
Keywords:: Statistical Process Control
Bayesian Statistics
Markov Chain Monte Carlo
Sequential Monte Carlo
File:: Download ZilongDissertation.pdf
Committee Members:: Enrique Del Castillo, Committee Chair/Co-Chair
M Jeya Chandra, Committee Member
Natarajan Gautam, Committee Member
Duncan Fong, Committee Member

Open Access

Author:: Russell, James Caleb
Title:: Stochastic Models for Individual and Collective Animal Movement
Graduate Program:: Statistics
Keywords:: Animal Movement
Collective Motion
Correlated Random Walk
MCMC algorithm
Bayesian Statistics
Potential Surface
Camponotus Pennsylvanicus
File:: Download Russell_James_Dissertation.pdf
Committee Members:: Ephraim Mont Hanks, Dissertation Advisor/Co-Advisor
Ephraim Mont Hanks, Committee Chair/Co-Chair
Murali Haran, Committee Member
John Fricks, Committee Member
David Peter Hughes, Outside Member

Open Access

Author:: Qiu, Lin
Title:: Probabilistic Statistical Learning Methods for High-dimensional Multimodal Data
Graduate Program:: Biostatistics
Keywords:: Statistical Learning
High Dimension
Multimodal Data
Bayesian Statistics
File:: Download PhD_thesis_Lin__Qiu.pdf
Committee Members:: Vernon Michael Chinchilli, Dissertation Advisor/Co-Advisor
Vernon Michael Chinchilli, Committee Chair/Co-Chair
Lan Kong, Committee Member
Xiang Zhan, Committee Member
Andrew David Patterson, Outside Member
Lin Lin, Dissertation Advisor/Co-Advisor
Vernon Michael Chinchilli, Program Head/Chair
Lin Lin, Committee Chair/Co-Chair

Open Access

Author:: Safsten, Emily
Title:: Examining Correlations Between Planetary and Stellar Properties Using a Bayesian Framework
Graduate Program:: Astronomy and Astrophysics
Keywords:: Exoplanets
Bayesian Statistics
Planet formation
Planet evolution
Planet-star connections
File:: Download dissertation_final.pdf
Committee Members:: Robin Ciardullo, Major Field Member
Rebekah Dawson, Chair & Dissertation Advisor
G. Jogesh Babu, Outside Unit & Field Member
Jason Wright, Major Field Member
Eric Ford, Major Field Member

Open Access

Author:: Saxena, Manan
Title:: Scalable Bayesian Inference for Generalized Multivariate Dynamic Linear Models
Graduate Program:: Informatics
Keywords:: Bayesian Statistics
Multinomial Time Series
Generalized Multivariate Dynamic Linear Models
Optimization
Microbiome
File:: Download Manan_Saxena_Thesis.pdf
Committee Members:: Justin Silverman, Thesis Advisor/Co-Advisor
Romit Maulik, Committee Member
Dongwon Lee, Professor in Charge/Director of Graduate Studies
Aron Laszka, Committee Member

Open Access

Author:: Yaukey, Francesca
Title:: A Bayesian Segmented Linear Regression Model to Observe Breakfast Canyon Patterns in Honeybee Hive Weight Data
Graduate Program:: Statistics
Keywords:: Segmented Linear Regression
Bayesian Statistics
Honeybee Ecology
MCMC Algorithm
Time Series
File:: Download Francesca_Thesis_Final_Version_3.pdf
Committee Members:: Ephraim Mont Hanks, Thesis Advisor/Co-Advisor
Stephen Berg, Committee Member
Bing Li, Professor in Charge/Director of Graduate Studies
Stephen Berg, Thesis Advisor/Co-Advisor

Restricted (Penn State Only)

Author:: Mc Clure, Catherine
Title:: The spatiotemporal dynamics of organic contaminants in surface water and their potential accumulation in riverine smallmouth bass of the Chesapeake Bay Watershed
Graduate Program:: Ecology
Keywords:: Endocrine Disrupting Compounds
Ecotoxicology
Bayesian Statistics
Fish Health
Organic Contaminants
File:: Login to Download
Committee Members:: Tyler Wagner, Thesis Advisor/Co-Advisor
Heather Elise Preisendanz, Committee Member
Jason Kaye, Program Head/Chair
Megan Kepler Schall, Committee Member

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