Assistant Professor of Statistics Weining Shen’s recent paper in Circulation, a top journal in the field of cardiology, focuses on a complex topic — cardiac hypertrophic growth — but the main goal of his work is simple: apply statistics to improve healthcare. The paper, “Lin28a Regulates Pathological Cardiac Hypertrophic Growth through Pck2-Mediated Enhancement of Anabolic Synthesis,” stems from Shen’s work with Dr. Li Qian and Jiandong Liu at the University of North Carolina at Chapel Hill, and it isn’t the first paper resulting from Shen’s ongoing collaboration with Qian, Liu and their lab group.[Read more…]
How will technology trends and advances in computing influence various industries and affect our day-to-day lives in 2019? Offering predictions for the year ahead are three faculty members from the Donald Bren School of Information and Computer Science (ICS):
- Assistant Professor of Informatics Stacy Branham, whose research sits at the intersection of human-centered computing and accessible computing;
- Professor of Statistics Michele Guindani, an expert in Bayesian modeling and the analysis of high-dimensional data; and
- Assistant Professor of Computer Science Sang-Woo Jun, who works on building innovative system architectures for low-cost high-performance computing.
Here, Branham, Guindani and Jun discuss everything from universal usability and mobile health to future computer architectures, weighing in on what they think will be the top trends of the year.
UCI graduate Andrew Holbrook, Ph.D. ’18, was recently selected as a finalist for the Savage Award in Theory and Methods for his dissertation and its contribution to Bayesian statistics. “This is by far one of the most prestigious awards in our field,” says Associate Professor of Statistics Babak Shahbaba, Holbrook’s Ph.D. adviser. “Regardless of the final outcome, this is a great accomplishment [and] a testament to his hard work and dedication.”
Faculty and graduate students representing all three departments of the Donald Bren School of Information and Computer Sciences (ICS) received a Distinguished Paper Award at the 26th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE 18). At the internationally renowned forum for software engineering researchers, practitioners and educators, software engineering Ph.D. students Vaibhav Saini and Farima Farmahinifarahani, along with their adviser, Informatics Professor Crista Lopes, and statistics Ph.D. student Yadong Lu and his advisor, Distinguished Professor of Computer Science Pierre Baldi, were recognized for their paper, “Oreo: Detection of Clones in the Twilight Zone.”
It was the movie “Moneyball,” portraying the Oakland Athletics’ rise to fame in 2002 through the novel use of baseball statistics, that motivated James Purpura to study data science. Now, as part of the first graduating class for UCI’s new data science major, Purpura is set to earn his degree this spring. With a dual emphasis on statistics and computer science, the degree program — the first of its kind in the UC system — teaches students how to solve real-world data analysis problems. Purpura looks forward to landing a full-time position after graduation, but first, he is enjoying some time in London through UCI’s study abroad program.
Bite marks, shoe prints, crime-scene fibers: Matches to suspects are often far shakier than courtroom experts claim. Better statistical methods — among them, a little beast known as the “likelihood ratio” — can cut down on wrong convictions.
Read the full story/comic at Knowable Magazine.
The 2018 Outstanding Graduate Teaching Assistant for the Department of Statistics is Ph.D. student Olivia Bernstein. A skilled researcher with experience in data analytics and chemistry, Bernstein says the secret to being a good TA is to have the “patience to explain concepts in different ways to students.” She also stresses the need to “keep up on the administrative parts of the job.” While still unsure of her future plans, her goal is to pursue something related to statistics research.
This year, the Robert L. Newcomb Memorial Endowed Graduate Student Award was split between two students, Hina Arora and Tong Zou. The classmates and friends were pleased to win the award. Arora, who is a Ph.D. student interested in statistical methodology and applied machine learning, was “very excited and thankful” to hear she had won. She hopes to have a research career after earning her Ph.D.
Statistics Professor Michele Guindani has been named editor-in-chief of Bayesian Analysis, the electronic journal of the International Society for Bayesian Analysis (ISBA). His term starts in January 2019 and will run through December 2021 for this free, open-access journal that focuses on innovative research about Bayesian theory, methodology and application. In the words of the founding Editor-in-Chief, Rob E. Kass of Carnegie Mellon University, the journal provides an “outward-looking” view of Bayesian statistics, which can be of interest “not only to statisticians but to a very broad spectrum of quantitative researchers.”
Furthering work started last year, Daniel L. Gillen, professor and chair of the Department of Statistics, is continuing to collaborate on Alzheimer’s disease (AD) research with Joshua D. Grill, associate professor of psychiatry and human behavior in the UCI School of Medicine and director of the UCI Institute for Memory Impairments and Neurological Disorders (MIND). With their new four-year $1.2 million National Institutes of Health (NIH) grant, “Effects of Alzheimer’s Disease Clinical Trial Study Partners,” Gillen and Grill aim to help researchers better understand how study partners for AD patients affect clinical trial data. This builds on earlier work by Gillen and Grill related to the study partner requirement for AD patients.