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Independent Screening for Nonparametric Additive Cox Model
Title
Independent Screening for Nonparametric Additive Cox Model
Author
Yu, Sha
Date Created
2020
Subjects--Topical
Statistics
Description
Survival data with ultrahigh dimensional covariates are increasingly common recently due to the rapid development in technologies. It is challenging to model them using survival models in order to understand the association between covariate infor...
LOCAL SPATIAL QUANTILE ESTIMATION OF MULTIVARIATE FUNCTIONAL-COEFFICIENT REGRESSION MODELS
Title
LOCAL SPATIAL QUANTILE ESTIMATION OF MULTIVARIATE FUNCTIONAL-COEFFICIENT REGRESSION MODELS
Author
Zhou, Yetong
Date Created
2020
Subjects--Topical
Statistics
Description
Quantile regression (QR) has been widely studied in statistics and econometrics. However, there is no much work on nonlinear QR for vector time series. Therefore, we propose a local spatial QR method to estimate the functional-coefficient matrices...
Probabilistic Numerical Integration
Title
Probabilistic Numerical Integration
Author
Smalenberger, Kelly
Date Created
2020
Subjects--Topical
Mathematics
Description
In this dissertation, we consider the approximation of unknown or intractable integrals using quadrature, especially when the evaluation of these integrals is considered very costly. This is a central problem both within and without machine learni...
QUANTUM RESISTANT REED-MULLER CODES ON McELIECE CRYPTOSYSTEM
Title
QUANTUM RESISTANT REED-MULLER CODES ON McELIECE CRYPTOSYSTEM
Author
Elder, Jasmine
Date Created
2020
Subjects--Topical
Mathematics, Information science
Description
Recently, Dr. Wang presented a new post quantum encryption scheme, Random Linear Code-Based Encryption scheme, RLCE, which is a variant to the McEliece encryption scheme. It is already well-known that the McEliece Encryption scheme based upon Reed...