New Framework for Health Policy Evaluation: Target Trial Emulation Enhances Accuracy in Nonexperimental Studies
In Annals of Internal Medicine, Nicholas Seewald, PhD, introduces a framework for target trial emulation, enabling researchers to evaluate health policies with the rigor of clinical trials in nonexperimental studies.
Catherine Vallejo
Contact Blockley Hall (Room 633)423 Guardian DrivePhiladelphia, PA 19104 Office: 215-573-4922Fax: 215-573-4865 vallejo@pennmedicine.upenn.edu
Marissa Fox
Contact Blockley Hall (Room 633)423 Guardian DrivePhiladelphia, PA 19104 Office: 215-573-7393 mfox@pennmedicine.upenn.edu
Community Spotlight: Alisa Stephens Shields, PhD
Alisa Stephens Shields, PhD serves as an Associate Professor in the Biostatistics division of the Department of Biostatistics, Epidemiology and Informatics, and is recognized for her collaboration and impactful leadership in the realms of health, statistical education, and inclusion in the field.
Dr. Stephens Shields Honored with 2024 Myrto Lefkopoulou Distinguished Lectureship
Alisa Stephens Shields, PhD, Associate Professor of Biostatistics, was selected by the Harvard T.H. Chan School of Public Health to receive the 2024 Myrto Lefkopoulou Distinguished Lectureship.
Alumni Spotlight: Rui Duan, PhD
Before joining Harvard University as an Assistant Professor of Biostatistics, Rui Duan, PhD, completed her PhD in Biostatistics at the University of Pennsylvania.
Alumni Spotlight: Edward Kennedy, PhD
Edward Kennedy, PhD is a Penn alum through and through—prior to completing his PhD in Biostatistics in 2016, he earned his BA in Mathematics (2007) and MA in Statistics (2014) from the University.
Rui Xiao, PhD
Dr. Xiao’s primary research interests are in statistical genetics and genomics. She is also interested in collaborative research in pediatrics.
Dawei Xie, PhD
Dr. Xie’s methodological research focuses primarily on the analysis of complex survey data, and she has a special interest in small-area estimation. She has served as the lead biostatistician for […]
Sharon Xiangwen Xie, PhD
Dr. Xie’s current research goals are twofold. First, she continues to develop new statistical methods for survival analysis, missing data, measurement error problems, high dimensional data, biomarker evaluations, and longitudinal […]
Wei (Peter) Yang, PhD
Dr. Yang’s methodological research includes causal inference, functional data analysis and dynamic risk prediction. He is also interested in collaborative research in chronic kidney disease, cardiovascular disease and pharmacoepidemiology.
Jarcy Zee, PhD
Dr. Zee’s research focuses on developing and applying methods for observational and survival data analysis and identifying novel biomarkers of kidney disease progression. She collaborates on clinical research projects in […]
Jiayin Zheng, PhD
Dr. Zheng is an assistant professor of Biostatistics. His research focuses on the development of novel statistical methods to address important scientific problems, and the application of sound statistical approaches […]
Weijie Su, PhD
Dr. Weijie Su is an Associate Professor in the Department of Statistics and Data Science (The Wharton School) and, by courtesy, in the Department of Computer and Information Science and […]
Eric Tchetgen Tchetgen, PhD
As University Professor, Dr. Tchetgen Tchetgen holds joint primary appointments in the Department of Statistics and Data Science at The Wharton School and in the Department of Biostatistics, Epidemiology and […]
E. Paul Wileyto, PhD
Russell T. Shinohara, PhD
Dr. Shinohara’s methodological research centers on the assessment of structural and functional changes in the brain throughout the lifespan and in neurological, psychiatric, and developmental disorders. He is interested in […]
Haochang Shou, PhD
Dr. Shou’s methodological research focuses mainly on developing novel functional data analysis and machine learning models for multimodal and longitudinal imaging measures, wearable computing sensor data, and assessing biomarker reproducibility. […]
Justine Shults, PhD
Dr. Shults is currently the principal investigator of the NIH-funded project “Longitudinal Analysis for Diverse Populations” (R01CA096885). Her work on this project involves quasi-least squares (QLS) and is based on […]
Alisa J. Stephens Shields, PhD›
Dr. Stephens Shields is an Associate Professor of Biostatistics. Her research is focused on extensions and innovative applications of causal inference approaches to enhance the design and analysis of clinical […]
Mary E. Putt, PhD, ScD
Dr. Putt is a translational scientist, whose goal is to both bring state-of-the-art statistical methodologies to the design and analysis of biomedical research studies, and to adapt/develop methodologies to meet […]
Sarah J. Ratcliffe, PhD
Jason A. Roy, PhD
Mary Dupuis Sammel, ScD
Douglas E. Schaubel, PhD
Dr. Schaubel’s methodologic research interests mostly involve survival analysis and the analysis of recurrent event data. His more recent methodology has been at the intersection of causal inference and survival […]
Nicholas J. Seewald, PhD
Nicholas J. Seewald, PhD is an Assistant Professor in the Department of Biostatistics, Epidemiology and Informatics in the Perelman School of Medicine at the University of Pennsylvania. Previously, Dr. Seewald […]
Pamela Ann Shaw, PhD
Kevin G. Lynch, PhD
Devan V. Mehrotra, PhD
Devan V. Mehrotra, PhD, is Vice President, Biostatistics at Merck Research Laboratories (MRL), the R&D Division of Merck & Co., Inc. He leads a team of approximately 90 biostatisticians and […]
Nandita Mitra, PhD
Dr. Mitra’s primary research interests include the design and analysis of observational studies, causal inference, and statistical approaches for cost-effectiveness analysis. She has developed doubly robust approaches to estimation of […]
Knashawn H. Morales, ScD
Knashawn H. Morales received her Bachelor’s in Mathematics in 1995 from Hampton University and received a doctorate in Biostatistics in 2001 from Harvard School of Public Health. After two years […]
Jeffrey S. Morris, PhD
In addition to his professorial role, Dr. Morris serves as Director of the Division of Biostatistics. His research interests focus on developing quantitative methods to extract knowledge from biomedical big […]
Mingyao Li, PhD
Dr. Li joined the biostatistics faculty in 2006 after receiving her PhD in Biostatistics from the University of Michigan in 2005. She is also a faculty member of the Genomics […]
Yimei Li, PhD
Dr. Li’s methodology research interests include clinical trial design, survival analysis, longitudinal data analysis, and statistical methods for health services research. Her earlier research focused on survival analysis, specifically statistical […]
Yun Li, PhD
Yun Li, PhD is Associate Professor of Biostatistics in the Perelman School of Medicine at University of Pennsylvania’s Department of Biostatistics, Epidemiology and Informatics (DBEI), and a faculty member at […]
Kristin A. Linn, PhD
Dr. Linn’s methodological research addresses barriers to incorporating complex, high-dimensional data into models for personalized medicine and biomarker development using neuroimaging data. As a co-investigator, she provides biostatistical leadership on […]
A. Russell Localio, PhD
Dr. Localio’s current methodological work centers on computing risk difference and relative risk estimates in complex designs such as occur in multicenter studies and meta-analyses, as well as on issues […]
Qi Long, PhD
Dr. Long’s research purposefully includes novel statistical and machine learning research and impactful biomedical research, each of which reinforces the other. Its thrust is to develop statistical and machine learning […]
Jesse Yenchih Hsu, PhD
Dr. Hsu’s statistical research focuses on methods for observational studies and causal inference. He has specific interests in survival analysis, longitudinal data analysis, inverse probability treatment weighting, and the potential […]
Jing Huang, PhD
Dr. Huang’s research focuses on methodology development to understand the dynamics of disease activities and inform health management using multivariate longitudinal health data. She is currently the PI of a […]
Rebecca A. Hubbard, PhD
Dr. Rebecca Hubbard’s lab focuses on the development, application, and evaluation of statistical methods for the analysis of real-world data (RWD) such as electronic health records (EHR) and medical claims […]
Wei-Ting Hwang, PhD
Dr. Hwang’s research is focused on statistical methods for early-phase oncology trials; analysis of survival, longitudinal and spatial data; and the discovery and evaluation of cancer biomarkers. She has extensive […]
Jin Jin, PhD
Dr. Jin’s research focuses on developing statistical methods and computational tools to address cutting-edge problems in public health and medicine by integrating large-scale, multi-source datasets. Her research areas include health […]
J. Richard Landis, PhD
Dr. Landis serves as Senior Vice Chair (SVC) of the Department of Biostatistics, Epidemiology and Informatics (DBEI); Director of the Biostatistics Unit within the Center for Clinical Epidemiology and Biostatistics […]
Hongzhe Li (Lee), PhD
Working with Penn collaborators, we are currently developing methods for analysis of high-throughout genomic data. Our application areas include genome-wide association studies of neuroblastoma, eQTL analysis of human heart failure […]
Phyllis A. Gimotty, PhD
Dr. Gimotty’s research focuses on statistical methods and their applications in cancer translational research, prevention and control, and risk assessment. She has served as the biostatistics core director for the […]
Wensheng Guo, PhD
Dr. Guo joined the Biostatistics faculty at the University of Pennsylvania in 1998, and was promoted to Professor of Biostatistics in 2010. He was elected as ASA fellow in 2010 […]
Rui Feng, PhD
Ongoing Methodological Research: Dr. Feng’s current research focuses on exploring and improving the potential of deep learning methodologies, for structured input variables in biomedical research. Her recent development of the […]
Jinbo Chen, PhD
Dr. Chen’s research focuses primarily on the development of statistical methods for designing and analyzing two-phase epidemiologic studies, on methodological and collaborative work in genetic-association studies of complex diseases, and […]
Yong Chen, PhD
Dr. Yong Chen is Professor of Biostatistics at Department of Biostatistics, Epidemiology, and Informatics (DBEI), and a Senior Scholar at Center for Clinical Epidemiology & Biostatistics (CCEB) at the University […]
Andrew J. Cucchiara, PhD
Maria Cuellar, PhD
Dr. Maria Cuellar is an Assistant Professor at the University of Pennsylvania in the Department of Criminology, Department of Statistics and Data Science, and the Department of Biostatistics, Epidemiology and […]
Jonas H. Ellenberg, PhD
Dr. Ellenberg’s work focuses on the design and analysis of clinical trials and observational studies and, in particular, on selection bias and generalization, the etiology of childhood neurological illnesses and […]
Susan S. Ellenberg, PhD
Dr. Ellenberg’s research interests have focused on issues in the design and analysis of clinical trials, and on assessment of medical product safety. Particular areas of interest include efficient trial […]
Scarlett Bellamy, ScD, SPH
Scarlett Bellamy is Chair and Professor of Biostatistics at Boston University. Prior to this, she was a professor in the Department of Epidemiology and Biostatistics and the Associate Dean for […]
Warren B. Bilker, PhD
Dr. Bilker’s methodological research focuses on pharmacoepidemiology, survival analysis, psychiatric methods and correlated data. His primary applied research interests are in schizophrenia and in the analysis of pharmacoepidemiology data using […]
Quy Cao, PhD
Dr. Cao has established himself as a leader in the field of collaborative analytics, particularly in high-dimensional and imaging science. He has worked on problems in the study of the […]
Dr. Mingyao Li Explores the Transformative Role of AI in Spatial Omics Research in Nature Methods
Dr. Mingyao Li's article in Nature Methods discusses how artificial intelligence is revolutionizing spatial omics, enhancing integration of diverse data and accelerating biological discoveries for improved health outcomes in biomedical research.
Dr. Nandita Mitra Wins 2024 Cupples Award for Excellence in Research, Teaching, and Leadership
Nandita Mitra, PhD, Professor of Biostatistics, has been awarded the 2024 L. Adrienne Cupples Award for her outstanding contributions to research, teaching, and leadership in biostatistics and public health.
Russell Shinohara Selected for the 2023 Mortimer Spiegelman Award
Russell “Taki” Shinohara, PhD was selected as the 2023 Mortimer Spiegelman Award recipient by the Applied Public Health Statistics Section of the American Public Health Association (APHA). Each year, the APHA […]
2023 ASA Fellows: Phyllis Gimotty and Alisa Stephens-Shields
In April 2023, the American Statistical Association (ASA) bestowed its prestigious distinction of Fellow on Phyllis Gimotty, PhD, Alisa Stephens-Shields, PhD, and 45 other ASA members for their professional contributions, leadership, and commitment […]
Mapping Gene Activity Down to the Cellular Level
Advanced spatial transcriptomics techniques are advancing our understanding of cancer and other diseases at the cellular level: “You can zoom in, you can look at the tissue-specific features, how many […]
The Latest on Paxlovid
In a review of current facts about the antiviral drug Paxlovid, Susan Ellenberg, PhD, comments on Pfizer’s unusual release of interim results during an ongoing clinical trial. Read the article […]
Knashawn Morales & Wei-Ting Hwang New ASA Fellows
Knashawn Morales, ScD, and Wei-Ting Hwang, PhD, have been named as new Fellows of the American Statistical Association. The world’s largest community of statisticians, the ASA is known as the […]
Social Media’s Promise for Medical Research
For medical researchers who aim to understand the patient experience, “collecting abundant social-media data is cost-effective, does not involve burdening participants, and is available in real time,” Graciela Gonzalez Hernandez, […]
Masking Policies for Covid-19: What Does the Science Say?
Masking policies during Covid-19 have inspired plenty of political debate, but scientific evidence about the policies’ effects has been very limited. This isn’t surprising, given that it is not practical […]
Explaining the Increase in COVID-19 VAERS Reports
Jeffrey Morris, PhD, commented on how expanded reporting requirements and intense scrutiny of the hundreds of millions administered COVID-19 vaccine doses have driven record-high reporting of potential side effects to […]
Government Data Misused to Question COVID-19 Vaccine Safety
It’s frustrating when vaccine opponents use the government’s VAERS database to stoke false concerns about safety, says Susan Ellenberg, PhD, “especially when they interfere in such major ways with critical […]
Turning the Tables on Diseases that Spread Spatially
Many human diseases start out with single cells, which establish the problem by spreading out. Spatial transcriptomics, a groundbreaking method, allows scientists to take advantage of that activity, measuring all […]
Booster Shot Shows Promise in Israeli Study
A new study showed that older Israelis who received a third dose of a COVID-19 vaccine are much less likely to test positive for SARS-CoV-2 or to develop severe COVID-19 […]
Does Vaccine Power Really Wane?
Some evidence that the protection of the Covid19 vaccine wanes comes from observational studies ” and so we must view our inferences critically, says Jeffrey Morris, PhD. In everyday life, […]
Complexities of the Late-Stage Pandemic
An analysis by Jeffrey Morris, PhD, showed how Israel’s Covid19 data were easily misinterpreted: the elderly are both most vaccinated and most at risk for severe illness. The findings were […]
Unpacking a Vaccine Paradox
Covid-19 vaccines work, but a statistical illusion makes some people think they don’t. This perspective piece prominently cites work by Jeffrey Morris, PhD. Read the perspective in the Washington Post
Persuading the Vaccine Hesitant: The Numbers Say It All
Pennsylvania isn’t tracking all Covid-19 cases in vaccinated residents, but other states’ data show a clear, relevant trend, says Jeffrey Morris, PhD: “The vaccines are really working, and the unvaccinated […]
Battling Vaccine Misinformation
Some people do misinterpret events reported in the public Vaccine Adverse Event Reporting System (VAERS), says Susan Ellenberg, PhD. “But without public access, I think it’s worse. Because then you […]
Normality, with a Note of Caution
Where vaccination rates are highest, we see fewer Covid-19 cases. But if virus activity increases in winter, areas with low vaccination rates will be at higher risk, commented Jing Huang, […]
Despite Local Lags, a Positive Big Picture
As Pennsylvania nears a Covid-19 vaccination benchmark, Jeffrey Morris, PhD, says county-level variations won’t be a big problem: While we may see some local brush fires, we won’t have a […]
Unpacking the Facts About Vaccine Effectiveness
Susan Ellenberg, PhD, said that by the time most participants were vaccinated, there was less COVID-19 going around ” possibly making the vaccines seem a bit more effective than they […]
Vaccine Safety and Risk
Susan Ellenberg, PhD, sorted out recent news about COVID-19 vaccines, and how the public can evaluate various facts. Listen to the Stats + Stories podcast
During the Pandemic, Pressures on Women in Science
“That first month was really hard,” commented Alisa Stephens-Shields, PhD, about the COVID-19 lockdown. Her infant daughter’s day care was closed, and her five-year-old was at home, not at school. […]
Deciding When to Suspend a Vaccine
Susan Ellenberg, PhD, discussed the risks of blood clots connected with the AstraZeneca COVID-19 vaccine and weighed whether it was necessary to suspend use. Hear the coverage on the BBC
Not a Catch-All
Susan Ellenberg, PhD, said some reports of post-vaccination symptoms may actually be unrelated to the COVID-19 vaccine. “Vaccines protect against one thing: the infection or the infection plus disease,” she […]
How AI Can Help Us Fight COVID-19
Artificial intelligence and machine learning can help us fight COVID-19, Jason Moore, PhD, told The Washington Post. But if you study only populations that are primarily Caucasian, that may not […]
Hongzhe Li Honored by ASA Philadelphia Chapter
The Philadelphia Chapter of the American Statistical Association” the world’s largest community of statisticians” has honored Hongzhe Li, PhD, with its Award for Reseach Excellence. Read more about Dr. Li.