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Zou, Jian
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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
Deployment of Autonomous Electric Taxis with Consideration for Charging Stations
Keyword:
Taxi Dispatch and Rebalancing
,
MATSim
,
Charging Assignments
,
Autonomous Electric Taxi Fleet
, and
Online Optimization Model
Creator:
Manickavasagam, Sounthar
Advisor:
Trapp, Andrew C
Publisher:
Worcester Polytechnic Institute
Date Created:
2017-05-30
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
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
Knowledge Amalgamation from Heterogeneous Pre-Trained Models
Keyword:
Pre-Trained Models
,
Deep Learning
, and
Knowledge Amalgamation
Creator:
Thadajarassiri, Jidapa
Advisor:
Kong, Xiangnan
and
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-04-18
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Scalable Similarity Search over Big Data Series
Keyword:
Data Series
,
Scalable Indexing
,
Approximate Similarity Search
,
Big data series
, and
Query optimization
Creator:
Zhang, Liang
Advisor:
Rundensteiner, Elke A.
and
Eltabakh, Mohamed Y.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-04-22
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Dimension Estimation and Application in Finance
Creator:
Bahadur, Nitish
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-12-03
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Patterns Detection on Multivariate High-Frequency Time Series
Keyword:
time series
,
graphical model
,
kernel method
,
biclustering
,
anomaly detection
, and
mutual information
Creator:
Liu, Haitao
Advisor:
Paffenroth, Randy Clinton
and
Zou, Jian
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-08-09
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Essays in Mixed-Integer Nonlinear Optimization for Matching Applications
Keyword:
Many-to-One Matching
and
Integer Optimization
Creator:
Wiratchotisatian, Pitchaya
Advisor:
Trapp, Andrew C
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-08-10
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
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
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
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Chen, Xiaohui
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Eltabakh, Mohamed Y.
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Choi, Jai Won
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Huong, Higgins
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Data Science
6
Mathematical Sciences
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Worcester Polytechnic Institute
12
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