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Exploring Edge Detection Methods for Improved Image Classification
Creator:
Spitaels, Juliette
Advisor:
Arnold, Andrea N.
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-06-08
Resource Type:
Report
Degree:
MS
Unit (Department):
Mathematical Sciences
Combinatorics of Complex Maximal Determinant Matrices
Keyword:
maximal determinant matrices
,
hadamard matrices
,
combinatorial designs
,
finite geometries
,
association schemes
, and
quadratic and hermitian forms
Creator:
Nunez, Guillermo
Advisor:
Keane, Patrick Gerard
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-08-09
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
Novel Statistical Methods for Aggregating Correlated and Missing Data with Applications to Chronic Disease Research
Keyword:
correlation-robustness
,
missing data
,
Fisher's method
,
global hypothesis test
, and
p-value combination
Creator:
Chen, Xiaohui
Advisor:
Wu, Zheyang
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-08-10
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
Bayesian Predictive Inference for a Study Variable Without Specifying a Link to the Covariates
Keyword:
small area estimation
,
stick-breaking prior
,
Bayesian predictive inference
,
survey weights
,
multinomial-Dirichlet model
, and
spatial modeling
Creator:
Lockwood, Ashley
Advisor:
Nandram, Balgobin
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-04-23
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
Analysis and Homogenization of Partial Differential Equations with Discontinuous Boundary Conditions
Keyword:
Reaction-diffusion-advection equations
,
Partial differential equations
,
Duality
,
Homogenization
,
Stokes equations
, and
Moving domains
Creator:
Sato, Riuji
Advisor:
Vernescu, Bogdan M.
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-04-26
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
Predictive Power and Efficient Sample Size in Linear Regression Models
Creator:
Ma, Yifan
Advisor:
Wu, Zheyang
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-04-27
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Mathematical Sciences
The Calkin-Wilf Tree: Theme and Variations
Keyword:
continued fractions
,
Euclidean algorithm
, and
Calkin-Wilf
Creator:
Gobler, Benjamin
Advisor:
Servatius, Herman
and
Servatius, Brigitte
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-04-30
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Mathematical Sciences
Quasi-Static Griffith Fracture Evolution with Boundary Loads
Keyword:
Energy Drops
,
Boundary Loads
,
Free Discontinuity Problem
,
Quasi-Static Fracture Evolution
, and
Neumann Boundary Conditions
Creator:
Yousefi, Pooya
Advisor:
Larsen, Christopher J.
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-05-01
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
On the Decay Rate of Singular Values of Integral Operators
Creator:
Levine, Matthew
Advisor:
Volkov, Darko
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-05-03
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Mathematical Sciences
Utilizing an Ensemble Kalman Filter and SEIRV Model to Estimate the Vaccination Rate of Measles
Creator:
Folino, Molly
Advisor:
Arnold, Andrea N.
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-05-05
Resource Type:
Report
Degree:
MS
Unit (Department):
Mathematical Sciences
Price Impact in the VIX Futures Market and Mean-Field Games in two Order Books
Keyword:
S&P500
,
VIX
,
ETFs
,
Price impact
,
ETNs
, and
VIX futures
Creator:
Santawisook, Patchara
Advisor:
Sturm, Stephan
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-12-07
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
On 3-cube-free constructions in the integers modulo 2^n
Keyword:
combinatorics
,
additive combinatorics
,
set theory
,
optimization
, and
extremal combinatorics
Creator:
Washock, Ethan
Advisor:
Wagner, Adam
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-12-08
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Mathematical Sciences
Mathematical Principles for Deconstructing Deep Learning: Theory and Application to Electromagnetic Signals
Keyword:
Signal Processing
,
Activation Function
,
Electromagnetics
,
Neural Networks
,
Deep Learning
, and
Polynomial Activation
Creator:
Witz, Evan
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-08-05
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
Weighing Matrices and Huang’s graph theoretic proof of the Sensitivity Conjecture
Creator:
Kalampalikis, Nikolaos
Advisor:
Keane, Patrick Gerard
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-03-14
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Mathematical Sciences
Robust Deep Learning Algorithms for System Identification
Keyword:
Ordinary Differential Equations
,
Deep Learning
,
Neural Network
,
Generalization Gap
,
System Identification
, and
Neural Network Regularization
Creator:
Negrini, Elisa
Advisor:
Capogna, Luca
and
Citti, Giovanna
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-04-23
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
Stochastic Controls in Competitions and Mean Field Games
Keyword:
Mutual Funds
,
Mean Field Games
,
Game Theory
,
Nash Equilibrium
,
Tax
, and
Stochastic Controls
Creator:
Ye, Jiaxuan
Advisor:
Sturm, Stephan
and
Wang, Gu
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-04-26
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
Constraint Bayesian Inference for Count Data from Small Areas
Keyword:
Small Area Estimation
,
Unimodal Order Restrictions
,
Bayesian Statistics
,
Constraint Inference
, and
Multinomial Data
Creator:
Chen, Xinyu
Advisor:
Nandram, Balgobin
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-12-04
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
A New Class of Elliptically Contoured Random Fields and Its Stochastic Orderings
Creator:
Chen, Boming
Advisor:
Peiris, Buddika
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-12-18
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Mathematical Sciences
Optimal Ensembles for Deep Learning: Theory and Practice
Keyword:
Deep Learning
,
Theory
,
Diversity
,
Application
,
Ensemble Learning
, and
Training Algorithm
Creator:
Li, Wenjing
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-05
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
Transfer Theory and Homology
Creator:
Cheng, Yu
Advisor:
Keane, Patrick Gerard
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-06
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Mathematical Sciences
BAYESIAN PREDICTIVE INFERENCE WITH SURVEY WEIGHTS
Keyword:
Non-probability samples
,
Survey weights
,
Bayesian statistics
,
Normalized likelihood
, and
Selection bias
Creator:
Yang, Lingli
Advisor:
Nandram, Balgobin
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-06
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Mathematical Sciences
Application of Meta Analysis on ROC Curve
Creator:
Yang, Shuang
Advisor:
Peiris, Buddika
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-06
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Mathematical Sciences
Comparing ROC Curves on Multiclass Classification for Predicting Quality of Wine
Creator:
Zhang, Mengze
Advisor:
Peiris, Buddika
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-06
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Mathematical Sciences
Minimization Tools in MATLAB
Creator:
Robinson, Lynnette R.
Advisor:
Tilley, Burt S.
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-05-18
Resource Type:
Report
Degree:
MS
Unit (Department):
Mathematical Sciences
Nonlinear Numerical Methods for Stochastic Differential Equations
Creator:
Dong, Yuchen
Advisor:
Zhang, Zhongqiang
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-08-13
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
Bayesian Predictive Inference for a Non-probability Sample with Binary Responses from Small Areas
Keyword:
Selectivity
,
Dirichlet Process
,
Double logistic regression
,
Bayesian hierarchical model
,
Small area estimation
, and
Metropolis - Hastings sampler
Creator:
Xu, Zhiqing
Advisor:
Nandram, Balgobin
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-09-09
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
Global Approximations of Agent-Based Model State Changes
Keyword:
Numerical Partial Differential Equations
,
Partial Differential Equations
,
Agent-Based Models
,
Upscaling
,
Mathematical Modeling
, and
Absorption Modeling
Creator:
Yereniuk, Michael A.
Advisor:
Olson, Sarah D
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-04-21
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
High-order numerical methods for integral fractional Laplacian: algorithm and analysis
Keyword:
stability
,
regularity
,
convergence
,
fractional laplacian
,
spectral method
, and
finite difference method
Creator:
Hao, Zhaopeng
Advisor:
Zhang, Zhongqiang
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-04-30
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
Convergence of a Numerical Method for Reconstructing Faults from Boundary Measurements
Keyword:
reconstruction method
Creator:
Jiang, Yulong
Advisor:
Volkov, Darko
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-05-17
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Mathematical Sciences
Bayesian Predictive Inference for Nonprobability Samples
Keyword:
Superpopulation
,
Bayesian inference
, and
Spatial correlation
Creator:
Cao, Hanqi
Advisor:
Nandram, Balgobin
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-04-28
Resource Type:
Report
Degree:
MS
Unit (Department):
Mathematical Sciences
2-D Epithelial Tissues, Cell Mechanics, and Voronoi Tessellation
Keyword:
2-D Epithelial Tissues
,
Voronoi Tessellation
, and
Cell Mechanics
Creator:
Olaranont, Nonthakorn
Advisor:
Wu, Min
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-04-25
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Mathematical Sciences
Computational Characterization of Thermal Processes in an AlN:Mo Susceptor in a Millimeter Wave Heat Exchanger
Keyword:
electromagnetic heating
Creator:
Martin, Stephanie
Advisor:
Yakovlev, Vadim V.
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-04-25
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Mathematical Sciences
Bayesian Small Area Analyses of the Unrelated Question Design with Multiple Sensitive Questions
Keyword:
Markov chain Monte Carlo methods.
,
Data masking
,
Hierarchical Bayesian model
,
Latent variables
,
Elicitation
,
Integrated nested normal approximation
,
Blocked Gibbs sampler
, and
Logistic regression
Creator:
Yu, Yuan
Advisor:
Nandram, Balgobin
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-04-24
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
In the Wake of the Financial Crisis - Regulators' and Investors' Perspectives
Keyword:
financial crisis
,
contagion
,
systemic risk
,
backward stochastic differential equations
,
value adjustments
,
interbank networks
,
Eisenberg–Noe clearing vector
,
option pricing
,
arbitrage pricing
, and
sensitivity analysis
Creator:
Pang, Weijie
Advisor:
Sturm, Stephan
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-04-23
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
Cometric Association Schemes
Keyword:
Graph theory
,
Commutative algebra
, and
Association schemes
Creator:
Kodalen, Brian G.
Advisor:
Martin, William J.
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-04-22
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
Modeling and Numerical Simulations of Active and Passive Forces Using Immersed Boundary Method
Creator:
Lai, Xin
Advisor:
Lui, Roger Y
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-12-11
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Mathematical Sciences
Data Mining for Car Insurance Claims Prediction
Keyword:
data mining; statistical methods; prediction; gini
Creator:
Huangfu, Dan
Advisor:
Petruccelli, Joseph D.
Publisher:
Worcester Polytechnic Institute
Date Created:
2015-04-27
Resource Type:
Report
Degree:
MS
Unit (Department):
Mathematical Sciences
Portfolio Construction Using Principle Component Analysis
Keyword:
Principle Component Analysis
Creator:
Chen, Huanting
Advisor:
Blais, Marcel Y.
Publisher:
Worcester Polytechnic Institute
Date Created:
2014-08-06
Resource Type:
Report
Degree:
MS
Unit (Department):
Mathematical Sciences
Dense Matrices for Biofluids Applications
Keyword:
biofluids; dense matrix;
Creator:
Chen, Liwei
Advisor:
Olson, Sarah D
Publisher:
Worcester Polytechnic Institute
Date Created:
2014-04-30
Resource Type:
Report
Degree:
MS
Unit (Department):
Mathematical Sciences
A Bayesian Test of Independence for Two-way Contingency Tables Under Cluster Sampling
Keyword:
Surrogate samples; Bayes factor; Hierarchical Baye
Creator:
Bhatta, Dilli
Advisor:
Nandram, Balgobin
Publisher:
Worcester Polytechnic Institute
Date Created:
2013-04-19
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
Modeling Volatility Derivatives
Keyword:
Modeling Volatility Derivatives
Creator:
Carr, Justin P
Advisor:
Blais, Marcel Y.
Publisher:
Worcester Polytechnic Institute
Date Created:
2011-12-16
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Mathematical Sciences
Pricing Options with Monte Carlo and Binomial Tree Methods
Keyword:
The Monte Carlo Methods
Creator:
Sun, Xihao
Advisor:
Blais, Marcel Y.
Publisher:
Worcester Polytechnic Institute
Date Created:
2011-05-03
Resource Type:
Report
Degree:
MS
Unit (Department):
Mathematical Sciences
Option Pricing Using Monte Carlo Methods
Keyword:
GBM.Monte Carlo
Creator:
Wang, Junxiong
Advisor:
Blais, Marcel Y.
Publisher:
Worcester Polytechnic Institute
Date Created:
2011-04-26
Resource Type:
Report
Degree:
MS
Unit (Department):
Mathematical Sciences
Bayesian Data Analysis For The Sovenian Plebiscite
Keyword:
Bayesian Data Analysis
Creator:
Padhy, Budhinath
Advisor:
Nandram, Balgobin
Publisher:
Worcester Polytechnic Institute
Date Created:
2011-04-28
Resource Type:
Report
Degree:
MS
Unit (Department):
Mathematical Sciences
Computational Methods for Option Pricing
Keyword:
Monte Carlo GBM
Creator:
Fei, Bingxin
Advisor:
Blais, Marcel Y.
Publisher:
Worcester Polytechnic Institute
Date Created:
2011-04-27
Resource Type:
Report
Degree:
MS
Unit (Department):
Mathematical Sciences
Modeling Blood Cell Concentration in a Dialysis Cartridge
Keyword:
dialysis
Creator:
Haas, Kathleen
Advisor:
Tilley, Burt S.
Publisher:
Worcester Polytechnic Institute
Date Created:
2010-04-28
Resource Type:
Report
Degree:
MS
Unit (Department):
Mathematical Sciences
The SCF-Anderson method for a Non-linear Eigenvalue Problem in Electronic Structure Computations
Keyword:
eigenvalue
Creator:
Ni, Peng
Advisor:
Walker, Homer F.
Publisher:
Worcester Polytechnic Institute
Date Created:
2009-09-09
Resource Type:
Phd Report
Degree:
PhD
Unit (Department):
Mathematical Sciences
Using Applied Statistics to Study a Pharmaceutical Manufacturing Process
Keyword:
Statistics
Creator:
Tiani, John P
Advisor:
Petruccelli, Joseph D.
Publisher:
Worcester Polytechnic Institute
Date Created:
2004-04-30
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Mathematical Sciences
Some Problems in the Mathematics of Fracture: Paths From Front Kinetics and a Level Set Method
Keyword:
variational fracture crack fronts level set
Creator:
Richardson, Casey Lyndale
Advisor:
Larsen, Christopher J.
Publisher:
Worcester Polytechnic Institute
Date Created:
2008-04-25
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
A Bayesian Analysis of BMI Data of Children from Small Domains: Adjustment for Nonresponse
Keyword:
BMI; Bayesian; nonignorable nonresponse; small dom
Creator:
Zhao, Hong
Advisor:
Nandram, Balgobin
Publisher:
Worcester Polytechnic Institute
Date Created:
2006-12-21
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Mathematical Sciences
Homogenization of Acoustic Wave Propagation in a Magnetorheological Fluid
Keyword:
Magnetorheological Homogenization wave acoustic
Creator:
Reese, Owein
Advisor:
Vernescu, Bogdan M.
Publisher:
Worcester Polytechnic Institute
Date Created:
2004-04-30
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Mathematical Sciences
Nonlinear Solvers For Plasticity Problems
Keyword:
elastoviscoplasticity
Creator:
Kohengadol, Roni A
Advisor:
Sarkis-Martins, Marcus
Publisher:
Worcester Polytechnic Institute
Date Created:
2004-04-08
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Mathematical Sciences
Pricing Mortgage-Backed Securities using Prepayment Functions and Pathwise Monte Carlo Simulation.
Keyword:
Mortgage-Backed securities
Creator:
Acheampong, Osman K
Advisor:
Vermes, Domokos
Publisher:
Worcester Polytechnic Institute
Date Created:
2003-04-30
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Mathematical Sciences
Valuation of Mortgage Backed Securities with Prepayment using BDT Model and Monte Carlo Methods
Keyword:
Monte Carlo mthoed
,
mortgage backed securities
, and
BDT model
Creator:
Tang, Yuxiao
Advisor:
Vermes, Domokos
Publisher:
Worcester Polytechnic Institute
Date Created:
2015-04-30
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Mathematical Sciences
Bayesian Models for the Analyzes of Noisy Responses From Small Areas: An Application to Poverty Estimation
Keyword:
Continuous and Positively Skewed distribution
,
Logarithmic transformation
,
Noisy responses
,
GB2 distribution
,
Poverty
,
Hierarchical Bayesian
,
Metropolis Hastings alogrithm
,
Noninformative priors
,
Small Area Estimation
, and
Non-normality
Creator:
Manandhar, Binod
Advisor:
Nandram, Balgobin
Publisher:
Worcester Polytechnic Institute
Date Created:
2017-04-26
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
Bahadur Efficiencies for Statistics of Truncated P-value Combination Methods
Keyword:
TFisher
,
Bahadur efficiency
,
$p$-value combination methods
, and
signal detection
Creator:
Chen, Xiaohui
Advisor:
Wu, Zheyang
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-04-30
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Mathematical Sciences
Calculating One-sided P-value for TFisher Under Correlated Data
Keyword:
correlated data analysis
,
p-value combination test
,
TFisher
, and
one-sided p-value
Creator:
Fang, Jiadong
Advisor:
Wu, Zheyang
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-04-29
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Mathematical Sciences
Three Filters and Their Applications: A Comparison Case Study
Keyword:
filters
and
Kalman filters
Creator:
Zhao, Yan
Advisor:
Zhang, Zhongqiang
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-04-26
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Mathematical Sciences
Bayesian Analysis of Crime Survey Data with Nonresponse
Keyword:
MCMC
,
Small Area Estimation
,
Bayesian Hierarchical Models
, and
Nonresponse
Creator:
Liu, Shiao
Advisor:
Nandram, Balgobin
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-04-26
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Mathematical Sciences
Classification of Bone Cements Using Multinomial Logistic Regression Method
Keyword:
Multinomial logistic regression
,
bone cement
, and
Classification
Creator:
Wei, Jinglun
Advisor:
Peiris, Buddika
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-04-29
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Mathematical Sciences
Predicting Average Annual Value of Free Agent Contracts in Major League Baseball
Keyword:
sabermetrics
,
sports
,
diagnostics
,
regression
,
Statistics
,
moneyball
, and
linear regression
Creator:
Libsch, Anton I
Advisor:
Peiris, Buddika
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-04-30
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Mathematical Sciences
Likelihood Inference for Order Restricted Models
Keyword:
Reversal
,
Cone order
,
Projection
,
Simple Order
,
Likelihood Methodology
,
Preservation
,
Cone Order Monotonicity
,
Tree Order
,
Stochastic Order.
, and
Convex cones
Creator:
Almazmomi, Afnan
Advisor:
Peiris, Buddika
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-04-26
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Mathematical Sciences
Numerical Methods for European Option Pricing with BSDEs
Keyword:
FT scheme
,
XVA
,
Linear Regression Monte Carlo method
, and
BSDE
Creator:
Min, Ming
Advisor:
Sturm, Stephan
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-04-24
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Mathematical Sciences
An Asymptotic Approach to Modeling Wave-geometry Interactions in an Electromagnetic Heat Exchanger
Keyword:
heat exchanger
,
microwave heating
,
high frequency
,
Homogenization
,
Mathematical Modeling
, and
thermal runaway
Creator:
Gaone, Joseph Michael
Advisor:
Tilley, Burt S.
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-04-23
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
Kirchhoff Graphs
Keyword:
Kirchhoff graphs
,
matrices
,
vector graphs
, and
matroids
Creator:
Reese, Tyler Michael
Advisor:
Servatius, Brigitte
,
Paffenroth, Randy Clinton
, and
Fehribach, Joseph D.
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-03-22
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
Fast Matrix Multiplication by Group Algebras
Keyword:
Frobenius group
,
special linear group
,
fast matrix multiplication
,
group-theoretic method
,
cyclic group
,
dihedral group
, and
representation theory
Creator:
Li, Zimu
Advisor:
Cathain, Padraig O
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-01-23
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Mathematical Sciences
Identifying and Evaluating Early Stage Fintech Companies: Working with Consumer Internet Data and Analytic Tools
Keyword:
fintech
,
data analytics
,
data science
,
big data
,
Algorithm
,
Vestigo Ventures
,
Cogo Labs
, and
financial math
Creator:
Shoop, Alexander
Advisor:
Blais, Marcel Y.
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-01-24
Resource Type:
Report
Degree:
MS
Unit (Department):
Mathematical Sciences
Identifying and Evaluating Early Stage Fintech Companies: Working with Consumer Internet Data and Analytic Tools
Keyword:
Vestigo Ventures
,
big data
,
data science
,
fintech
,
Vestigo
,
Cogo Labs
,
financial math
,
data analytics
,
Cogo
, and
Algorithm
Creator:
Dymov, Khasan
Advisor:
Blais, Marcel Y.
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-01-24
Resource Type:
Report
Degree:
MS
Unit (Department):
Mathematical Sciences
Bayesian Analysis of Binary Sales Data for Several Industries
Keyword:
MCMC
,
beta-binomial
,
Empirical logistic transform
,
inna
,
time-series
, and
big data
Creator:
Chen, Zhilin
Advisor:
Nandram, Balgobin
Publisher:
Worcester Polytechnic Institute
Date Created:
2015-04-30
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Mathematical Sciences
Bayesian Logistic Regression Model with Integrated Multivariate Normal Approximation for Big Data
Keyword:
Markov Chain Monte Carlo
,
Multivariate Normal distribution
,
Empirical logistic transform
,
Parallel computing
, and
Metropolis Hastings sampler
Creator:
Fu, Shuting
Advisor:
Nandram, Balgobin
Publisher:
Worcester Polytechnic Institute
Date Created:
2016-04-28
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Mathematical Sciences
Bayesian Nonparametric Models for Multi-Stage Sample Surveys
Keyword:
nonparametric procedure
,
Bayes factor
,
robustness
,
sample survey
,
posterior propriety
,
Small Area Estimation
, and
Dirichlet process
Creator:
Yin, Jiani
Advisor:
Nandram, Balgobin
Publisher:
Worcester Polytechnic Institute
Date Created:
2016-04-27
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
Quantitative Risk Assessment for Residential Mortgages
Keyword:
home energy efficiency
,
regression
,
mortgage default risk
,
peer-to-peer
, and
loan lenders
Creator:
Ren, Qingyun
Advisor:
Blais, Marcel Y.
Publisher:
Worcester Polytechnic Institute
Date Created:
2017-05-01
Resource Type:
Report
Degree:
MS
Unit (Department):
Mathematical Sciences
Various extensions in the theory of dynamic materials with a specific focus on the checkerboard geometry
Keyword:
Dilatation and shear waves
,
Dynamic Materials
,
Energy accumulation
,
Characteristic focusing
,
Parallel computing
,
Computational analysis
,
Wave equation
,
Functionally graded material
,
Finite volume methods
, and
Elastic wave propagation
Creator:
Sanguinet, William Charles
Advisor:
Weekes, Suzanne L.
and
Lurie, Konstantin
Publisher:
Worcester Polytechnic Institute
Date Created:
2017-05-01
Resource Type:
Phd Report
Degree:
PhD
Unit (Department):
Mathematical Sciences
Arbitrage-Free Pricing of XVA for American Options in Discrete Time
Keyword:
funding spread
,
XVA
,
American option
,
counterpart credit risk
, and
no-arbitrage
Creator:
Zhou, Tingwen
Advisor:
Sturm, Stephan
Publisher:
Worcester Polytechnic Institute
Date Created:
2017-04-26
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Mathematical Sciences
Hodgkin-Huxley Type Modeling
Keyword:
A. punctulata
,
Chemotaxis
,
Sperm
,
ODE
, and
Hodgkin-Huxley
Creator:
O'Connell, Dylan J
Advisor:
Olson, Sarah D
Publisher:
Worcester Polytechnic Institute
Date Created:
2014-05-01
Resource Type:
Report
Degree:
MS
Unit (Department):
Mathematical Sciences
Hedge Funds' Performance Fees and Investments
Keyword:
Moral Hazard
,
High-water Mark
, and
Hedge Fund
Creator:
Gong, Yuhui
Advisor:
Wang, Gu
Publisher:
Worcester Polytechnic Institute
Date Created:
2017-04-27
Resource Type:
Report
Degree:
MS
Unit (Department):
Mathematical Sciences
A Forex Trading System Using Evolutionary Reinforcement Learning
Keyword:
Algorithmic Trading
,
Machine Learning
,
Genetic Algorithms
,
Reinforcement Learning
, and
Foreign Exchange
Creator:
Song, Yupu
Advisor:
Blais, Marcel Y.
Publisher:
Worcester Polytechnic Institute
Date Created:
2017-05-01
Resource Type:
Report
Degree:
MS
Unit (Department):
Mathematical Sciences
Faraday Instabilities
Keyword:
Elastic surface
and
Faraday wave
Creator:
Yu, Rui
Advisor:
Olson, Sarah D
Publisher:
Worcester Polytechnic Institute
Date Created:
2017-04-26
Resource Type:
Report
Degree:
MS
Unit (Department):
Mathematical Sciences
Comparison Between Confidence Intervals of Multiple Linear Regression Model with or without Constraints
Keyword:
Confidence interval.
,
Likelihood ratio test
,
Chi-bar-square distribution
, and
Least favorable distribution
Creator:
Tao, Jinxin
Advisor:
Peiris, Buddika
Publisher:
Worcester Polytechnic Institute
Date Created:
2017-04-27
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Mathematical Sciences
Inference in Constrained Linear Regression
Keyword:
Restricted prediction interval
,
Least favorable distribution
,
Likelihood ratio test
, and
Chi-bar- square distribution
Creator:
Chen, Xinyu
Advisor:
Peiris, Buddika
Publisher:
Worcester Polytechnic Institute
Date Created:
2017-04-27
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Mathematical Sciences
3D Multi-Physics MRI-Based Human Right Ventricle Models for Patients with repaired Tetralogy of Fallot: Cardiac Mechanical Analysis and Surgical Outcome Prediction
Keyword:
heart model
,
Tetralogy of Fallot
,
pulmonary valve replacement
,
Right Ventricle
, and
congenital heart disease
Creator:
Zuo, Heng
Advisor:
Tang, Dalin
Publisher:
Worcester Polytechnic Institute
Date Created:
2017-04-22
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
Maximum Likelihood Identification of an Information Matrix Under Constraints in a Corresponding Graphical Model
Keyword:
Closed Form Solutions
,
Convex Optimization
,
Graphical Models
, and
Information Matrix
Creator:
Li, Nan
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2017-01-22
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Mathematical Sciences
Quasi-static Fracture Evolution with Cohesive Energy
Keyword:
Quasi-static Evolution
,
SBV functions
,
Fracture Mechanics
, and
Cohesive Energy
Creator:
Li, Yiqing
Advisor:
Larsen, Christopher J.
Publisher:
Worcester Polytechnic Institute
Date Created:
2016-07-19
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
Reduced-Dimensional Coupled Electromagnetic, Thermal, and Mechanical Models of Microwave Sintering
Keyword:
dielectrics
,
Materials
,
sintering
,
Simulation
,
modelling
,
Modeling
,
microwave
, and
ceramics
Creator:
Kiley, Erin Marie
Advisor:
Yakovlev, Vadim V.
Publisher:
Worcester Polytechnic Institute
Date Created:
2016-04-28
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
Popping Bubbles: Cryptanalysis of Homomorphic Encryption
Keyword:
homomorphic encryption
and
cryptanalysis
Creator:
Steele, Corre
Advisor:
Martin, William J.
Publisher:
Worcester Polytechnic Institute
Date Created:
2016-04-28
Resource Type:
Report
Degree:
MS
Unit (Department):
Mathematical Sciences
Swimming Filaments in a Viscous Fluid with Resistance
Keyword:
Asymptotic Analysis
,
Numerical Methods
, and
Brinkman equations
Creator:
Ho, Nguyenho
Advisor:
Olson, Sarah D
Publisher:
Worcester Polytechnic Institute
Date Created:
2016-04-28
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
Multiscale analysis of emulsions and suspensions with surface effects
Keyword:
suspensions
,
Γ-convergence
,
Mosco convergence
,
Magnetorheological fluids
,
Homogenization
, and
emulsions
Creator:
Nika, Grigor
Advisor:
Vernescu, Bogdan M.
Publisher:
Worcester Polytechnic Institute
Date Created:
2016-04-22
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
Bayesian Inference of a Finite Population under Selection Bias
Keyword:
Bayesian
,
Gibbs Sampler
,
size-biased sampling
, and
generalized gamma distribution
Creator:
Xu, Zhiqing
Advisor:
Nandram, Balgobin
Publisher:
Worcester Polytechnic Institute
Date Created:
2014-05-01
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Mathematical Sciences
Tests of Independence in a Single 2x2 Contingency Table with Random Margins
Keyword:
Likelihood ratio test
and
Bayes factor
Creator:
Yu, Yuan
Advisor:
Nandram, Balgobin
Publisher:
Worcester Polytechnic Institute
Date Created:
2014-05-01
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Mathematical Sciences
Predicting Patient Satisfaction With Ensemble Methods
Keyword:
bagging
,
random forests
,
decision trees
,
patient satisfaction
, and
ensemble methods
Creator:
Rosales, Elisa Renee
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2015-04-30
Resource Type:
Report
Degree:
MS
Unit (Department):
Mathematical Sciences
A comparative study on large multivariate volatility matrix modeling for high-frequency financial data
Keyword:
high-frequency financial data
,
ARVM
, and
DCC
Creator:
Jiang, Dongchen
Advisor:
Zou, Jian
Publisher:
Worcester Polytechnic Institute
Date Created:
2015-04-30
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Mathematical Sciences
GPU computing of Heat Equations
Keyword:
linear systems.
,
Heat equation
,
CPU
, and
GPU
Creator:
Zhang, Junchi
Advisor:
Olson, Sarah D
Publisher:
Worcester Polytechnic Institute
Date Created:
2015-04-29
Resource Type:
Report
Degree:
MS
Unit (Department):
Mathematical Sciences
Implied Volatility and Extracted Risk Neutral Density of VIX Options during the Crisis and Relatively Calm Periods
Keyword:
VIX
,
VIX futures
, and
Implied volatility
Creator:
Santawisook, Patchara
Advisor:
Sturm, Stephan
Publisher:
Worcester Polytechnic Institute
Date Created:
2015-04-30
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Mathematical Sciences
An Improved Meta-analysis for Analyzing Cylindrical-type Time Series Data with Applications to Forecasting Problem in Environmental Study
Keyword:
Generalized least square
,
Linear-circular regression
,
Covariance matrix
,
Time series
, and
Meta-analysis
Creator:
Wang, Shuo
Advisor:
Kim, Sungsu
and
Peiris, Buddika
Publisher:
Worcester Polytechnic Institute
Date Created:
2015-04-27
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Mathematical Sciences
Right Ventricle Curvature Maybe a Predictor for Pulmonary Valve Replacement Surgery Outcome: A Multi-Patient Study
Keyword:
PVR
,
ToF
,
RVEF
, and
Shape Analysis
Creator:
Zuo, Heng
Advisor:
Tang, Dalin
Publisher:
Worcester Polytechnic Institute
Date Created:
2014-08-27
Resource Type:
Phd Report
Degree:
PhD
Unit (Department):
Mathematical Sciences
A multifrequency method for the solution of the acoustic inverse scattering problem
Keyword:
Inverse problems
and
Numerical Methods
Creator:
Borges, Carlos
Advisor:
Sarkis-Martins, Marcus
Publisher:
Worcester Polytechnic Institute
Date Created:
2013-01-08
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
Comparative Analysis of Ledoit's Covariance Matrix and Comparative Adjustment Liability Model (CALM) Within the Markowitz Framework
Keyword:
covariance matrix estimation
,
shrink-
, and
Ledoit's model
Creator:
McArthur, Gregory D
Advisor:
Blais, Marcel Y.
Publisher:
Worcester Polytechnic Institute
Date Created:
2014-05-09
Resource Type:
Report
Degree:
MS
Unit (Department):
Mathematical Sciences
Option Pricing Using MATLAB
Keyword:
control variates
,
GBM
,
binomial model
, and
Monte Carlo simulation
Creator:
Gu, Chenchen
Advisor:
Blais, Marcel Y.
Publisher:
Worcester Polytechnic Institute
Date Created:
2011-04-27
Resource Type:
Report
Degree:
MS
Unit (Department):
Mathematical Sciences
Statistical Consulting at Draper Laboratory
Keyword:
regression
,
Statistics
,
capability
,
data analysis
,
control chart
, and
Gage R & R
Creator:
Richard, Noelle M.
Advisor:
Petruccelli, Joseph D.
Publisher:
Worcester Polytechnic Institute
Date Created:
2014-08-27
Resource Type:
Report
Degree:
MS
Unit (Department):
Mathematical Sciences
Comparative Analysis of Ledoit's Covariance Matrix and Comparative Adjustment Liability Management (CALM) Model Within the Markowitz Framework
Keyword:
covariance matrix estimation
,
CALM
,
shrinkage parameter
,
Ledoit's model
, and
forward looking signal
Creator:
Zhang, Yafei
Advisor:
Blais, Marcel Y.
Publisher:
Worcester Polytechnic Institute
Date Created:
2014-05-08
Resource Type:
Report
Degree:
MS
Unit (Department):
Mathematical Sciences
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