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- Math 583 Syllabus, High Dimensional Statistics:
Math583syl
- The following preprint greatly increases the scope of data splitting for regression, and finds the large sample theory for OPLS.
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- Olive, D.J., and Zhang, L. (2023), One Component Partial Least Squares, High Dimensional Regression, Data Splitting, and the Multitude of Models
opls.pdf
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- The following preprint gives a data splitting prediction region
and shows how to predict the random walk.
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- Haile, Zhang, and Olive (2023), Prediction Intervals and Regions for Random Walks and Renewal Processes
rwalkpi.pdf
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- Olive (2023i), Some Simple High Dimensional One Sample Tests
hd1samp.pdf
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- Olive (2023g), High Dimensional Binary Regression and Classification
hdbreg.pdf
- This is the Fall 2023 review for the SIU Math 583 hdim 1st midterm.
M583hdrev1.pdf
- This is the Spring 2023 review for the SIU Math 583 2nd midterm.
M583hdrev2.pdf
- This is the Spring 2023 review for the SIU Math 583 3rd midterm.
M583hdrev3.pdf
- Here is the website for Prediction and Statistical Learning (2023).
slearn
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