Robert McCulloch
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Mail code: 1804Campus: Tempe
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Robert McCulloch's research focuses on Bayesian statistics. In the Bayesian approach, you write down a full joint distribution for all quantities of interest and then condition on the knowns. The computational revolution has made this strategy feasible in complex, high dimensional problems. Much of McCulloch's recent research is on Bayesian approaches for tree-based ensemble models. Tree based methods have emerged as a basic tool in Machine Learning because they are a relatively simple way to uncover complex nonlinear relationships in high dimensional problems. Ensemble methods combine many tree models into one overall model which is far more powerful than any one tree model can be on its own.
Recent applications look at personalized medicine, selection of long term portfolios (pensions), and scale conversion for Marketing data.
Ph.D. University of Minnesota 1985
Courses
2023 Spring
Course Number | Course Title |
---|---|
STP 598 | Special Topics |
STP 494 | Special Topics |
STP 493 | Honors Thesis |
STP 540 | Computational Statistics |
APM 795 | Continuing Registration |
STP 592 | Research |
STP 799 | Dissertation |
STP 584 | Internship |
STP 792 | Research |
APM 799 | Dissertation |
APM 792 | Research |
2022 Fall
Course Number | Course Title |
---|---|
APM 799 | Dissertation |
APM 792 | Research |
STP 792 | Research |
STP 584 | Internship |
STP 799 | Dissertation |
APM 795 | Continuing Registration |
STP 492 | Honors Directed Study |
2022 Summer
Course Number | Course Title |
---|---|
STP 792 | Research |
STP 595 | Continuing Registration |
STP 795 | Continuing Registration |
STP 784 | Internship |
2022 Spring
Course Number | Course Title |
---|---|
STP 592 | Research |
APM 792 | Research |
APM 799 | Dissertation |
STP 792 | Research |
STP 799 | Dissertation |
APM 795 | Continuing Registration |
STP 598 | Special Topics |
STP 493 | Honors Thesis |
STP 494 | Special Topics |
STP 540 | Computational Statistics |
2021 Fall
Course Number | Course Title |
---|---|
STP 593 | Applied Project |
APM 799 | Dissertation |
STP 595 | Continuing Registration |
APM 792 | Research |
STP 792 | Research |
STP 799 | Dissertation |
APM 795 | Continuing Registration |
STP 584 | Internship |
STP 492 | Honors Directed Study |
2021 Summer
Course Number | Course Title |
---|---|
STP 792 | Research |
STP 595 | Continuing Registration |
STP 795 | Continuing Registration |
STP 784 | Internship |
2021 Spring
Course Number | Course Title |
---|---|
STP 592 | Research |
STP 792 | Research |
STP 799 | Dissertation |
APM 792 | Research |
APM 795 | Continuing Registration |
STP 540 | Computational Statistics |
STP 598 | Special Topics |
DAT 402 | Statistical Learning |
APM 799 | Dissertation |
2020 Fall
Course Number | Course Title |
---|---|
STP 799 | Dissertation |
STP 792 | Research |
STP 584 | Internship |
STP 599 | Thesis |
STP 799 | Dissertation |
APM 799 | Dissertation |
STP 792 | Research |
APM 792 | Research |
STP 595 | Continuing Registration |
STP 593 | Applied Project |
2020 Summer
Course Number | Course Title |
---|---|
STP 784 | Internship |
STP 792 | Research |
STP 795 | Continuing Registration |
STP 595 | Continuing Registration |
2020 Spring
Course Number | Course Title |
---|---|
APM 795 | Continuing Registration |
STP 592 | Research |
STP 799 | Dissertation |
STP 792 | Research |
APM 799 | Dissertation |
APM 792 | Research |
STP 593 | Applied Project |
2019 Fall
Course Number | Course Title |
---|---|
APM 799 | Dissertation |
STP 593 | Applied Project |
STP 595 | Continuing Registration |
APM 792 | Research |
STP 792 | Research |
STP 799 | Dissertation |
STP 599 | Thesis |
STP 540 | Computational Statistics |
STP 598 | Special Topics |
STP 494 | Special Topics |
2019 Summer
Course Number | Course Title |
---|---|
STP 792 | Research |
2019 Spring
Course Number | Course Title |
---|---|
APM 799 | Dissertation |
STP 590 | Reading and Conference |
STP 593 | Applied Project |
APM 792 | Research |
STP 792 | Research |
STP 598 | Special Topics |
STP 799 | Dissertation |
STP 493 | Honors Thesis |
STP 494 | Special Topics |
STP 592 | Research |
2018 Fall
Course Number | Course Title |
---|---|
STP 593 | Applied Project |
STP 590 | Reading and Conference |
STP 799 | Dissertation |
APM 799 | Dissertation |
STP 792 | Research |
APM 792 | Research |
STP 595 | Continuing Registration |
2018 Spring
Course Number | Course Title |
---|---|
STP 792 | Research |
APM 799 | Dissertation |
APM 792 | Research |
STP 598 | Special Topics |
STP 493 | Honors Thesis |
STP 494 | Special Topics |
STP 593 | Applied Project |