Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 2 of 2 for “"Alternative Direction Method of Multipliers (ADMM)"”.
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Functional regression models in the frame work of reproducing kernel Hilbert space
<p>The aim of this thesis is to systematically investigate some functional regression models for accurately quantifying the effect of functional predictors. In particular, three functional models are studied: functional linear regression model, functional Cox model, and function-on-scalar model. …
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Contributions to Structured Variable Selection Towards Enhancing Model Interpretation and Computation Efficiency
… real-data applications, appropriate selection of variables should facilitate the model interpretation and computation efficiency. It is thus important to incorporate domain knowledge of underlying data generation mechanism to select key variables for improving the model performance. However, …