Dan Cheng
Assistant Professor, School of Mathematical and Statistical Sciences
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Mail code: 1804Campus: Tempe
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Long Bio
My research primarily delves into the realm of statistics and applied probability, with a focus on the theory and inference of random fields and dependent data. Specifically, I study excursion probabilities, critical points and clusters of (smooth) Gaussian and related random fields, and apply them to signal (extreme event) detection, change point detection and extreme value theory. I am also involved in applications in other fields such as geoscience, medical imaging and astronomy.
Personal webpage: https://math.la.asu.edu/~chengdan
Education
Ph.D. Statistics, Michigan State University, 2013
B.S. Mathematics, Beijing Normal University, 2005
Teaching Website URL
Courses
2024 Summer
Course Number | Course Title |
---|---|
STP 792 | Research |
STP 784 | Internship |
STP 792 | Research |
2024 Spring
Course Number | Course Title |
---|---|
STP 792 | Research |
STP 502 | Theory of Stats II: Inference |
STP 799 | Dissertation |
STP 527 | Statistical Large Sample Thry |
2023 Fall
Course Number | Course Title |
---|---|
STP 421 | Probability |
STP 792 | Research |
STP 799 | Dissertation |
2023 Summer
Course Number | Course Title |
---|---|
STP 792 | Research |
STP 784 | Internship |
STP 792 | Research |
2023 Spring
Course Number | Course Title |
---|---|
STP 792 | Research |
STP 502 | Theory of Stats II: Inference |
STP 799 | Dissertation |
STP 527 | Statistical Large Sample Thry |
2022 Fall
Course Number | Course Title |
---|---|
STP 792 | Research |
STP 799 | Dissertation |
2022 Summer
Course Number | Course Title |
---|---|
STP 792 | Research |
STP 784 | Internship |
STP 792 | Research |
2022 Spring
Course Number | Course Title |
---|---|
STP 792 | Research |
STP 502 | Theory of Stats II: Inference |
STP 799 | Dissertation |
STP 599 | Thesis |
STP 527 | Statistical Large Sample Thry |
STP 799 | Dissertation |
2021 Fall
Course Number | Course Title |
---|---|
STP 421 | Probability |
STP 792 | Research |
2021 Summer
Course Number | Course Title |
---|---|
STP 784 | Internship |
STP 792 | Research |
2021 Spring
Course Number | Course Title |
---|---|
STP 792 | Research |
STP 502 | Theory of Stats II: Inference |
STP 599 | Thesis |
2020 Fall
Course Number | Course Title |
---|---|
STP 792 | Research |
2020 Summer
Course Number | Course Title |
---|---|
STP 784 | Internship |
STP 792 | Research |
2020 Spring
Course Number | Course Title |
---|---|
STP 593 | Applied Project |
STP 792 | Research |
STP 527 | Statistical Large Sample Thry |
STP 599 | Thesis |
2019 Fall
Course Number | Course Title |
---|---|
STP 501 | Theory of Statis I: Dist Thry |
2019 Summer
Course Number | Course Title |
---|---|
STP 784 | Internship |
STP 584 | Internship |
STP 792 | Research |
2019 Spring
Course Number | Course Title |
---|---|
STP 530 | Applied Regression Analysis |