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Full-Text Articles in Mathematics
An Interval-Valued Random Forests, Paul Gaona Partida
An Interval-Valued Random Forests, Paul Gaona Partida
All Graduate Theses and Dissertations, Spring 1920 to Summer 2023
There is a growing demand for the development of new statistical models and the refinement of established methods to accommodate different data structures. This need arises from the recognition that traditional statistics often assume the value of each observation to be precise, which may not hold true in many real-world scenarios. Factors such as the collection process and technological advancements can introduce imprecision and uncertainty into the data.
For example, consider data collected over a long period of time, where newer measurement tools may offer greater accuracy and provide more information than previous methods. In such cases, it becomes crucial …
A Comparison Of Two Linear Nonparametric Regression Techniques, Sylvain Sardy
A Comparison Of Two Linear Nonparametric Regression Techniques, Sylvain Sardy
All Graduate Theses and Dissertations, Spring 1920 to Summer 2023
This thesis presented a useful tool in regression. Nonparametric linear regression techniques were described in the general context of regression. A comparison of two of these techniques, kernel regression and iterative regression, showed various aspects of nonparametric linear regressors.