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Patterns Detection on Multivariate High-Frequency Time Series

Palavra-chave:

time series, graphical model, kernel method, biclustering, anomaly detection, and mutual information

O Criador:

Liu, Haitao

Advisor:

Paffenroth, Randy Clinton and Zou, Jian

Editor:

Worcester Polytechnic Institute

Data Criada:

2020-08-09

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science
A comparative study on large multivariate volatility matrix modeling for high-frequency financial data

Palavra-chave:

high-frequency financial data, ARVM, and DCC

O Criador:

Jiang, Dongchen

Advisor:

Zou, Jian

Editor:

Worcester Polytechnic Institute

Data Criada:

2015-04-30

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Mathematical Sciences