Reproducing Kernels in Time Series Analysis

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Creator: 

St-Louis, Michel

Date: 

2016

Abstract: 

In this thesis, we provide a review of the theory of reproducing kernels in Hilbert spaces, and a brief survey of its applications in the study of analytic function spaces and in time series analysis. The principal aim of this thesis is to provide a theoretical basis for time series analysis that is independent of the commonly employed stationary hypothesis.

Subject: 

Statistics
Mathematics

Language: 

English

Publisher: 

Carleton University

Thesis Degree Name: 

Master of Science: 
M.Sc.

Thesis Degree Level: 

Master's

Thesis Degree Discipline: 

Probability and Statistics

Parent Collection: 

Theses and Dissertations

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