
 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.

 Olive, D.J., and Zhang, L. (2023), One Component Partial Least Squares, High Dimensional Regression, Data Splitting, and the Multitude of Models
opls.pdf

 The following preprint gives a data splitting prediction region
and shows how to predict the random walk.

 Haile, Zhang, and Olive (2023), Prediction Intervals and Regions for Random Walks and Renewal Processes
rwalkpi.pdf

 Olive (2023i), Some Simple High Dimensional One Sample Tests
hd1samp.pdf


 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

