Data Analytics, Statistical Learning, and Engineering Statistics

Statistical Learning Notes

Here are Statistical Learning course notes that are in “book” format (as opposed to “slides” format) and in some places are both more complete and more recently updated than the slides.  This latest (a fourth) version of the Statistical Learning Notes remains under development and is below.


The materials on this site may be used without charge for non-commercial personal educational purposes.  Any copies made of the materials must bear printed acknowledgment of their Analytics Iowa LLC source.


The 2nd Midwest Statistical Machine Learning Colloquium was held in Ames, Iowa, Monday, May 13, 2019.  For complete details, see the conference website here:

https://register.extension.iastate.edu/msmlc

Planning for a 3rd Midwest Statistical Machine Learning Colloquium is underway. Send inquiries to Professor Siggi Olafsson at Iowa State University: olafsson@iastate.edu