What advice do you have for prospective students on the application process? Saerom (Ronnie) Lee, Assistant Professor of Management.
I have always liked a wide variety of subjects and fields, spanning from physics to medicine to economics. What was your background before joining the Data Science (DATS) Program? When you have a horizontal technology in a competitive area, we have to figure out specific areas where Penn can become a worldwide leader.. The format for this evaluation will be a Capstone Course (BEPP 401) entitled, Federal and State Management of the Pandemic: Money, Messages, Vaccinations, and State Policies. In what ways has the Data Science Program helped you to reach your goals? The format for this evaluation will be a Capstone Course (BEPP 401) entitled, Managing the Pandemic: Messages and Money. The objective of this project is to produce a high-quality software implementation of Dr. Katsevichs SCEPTRE methodology, with the goal of broad adoption among the genomics community. One of the unique things about data science and data engineering is that its a very horizontal technology, one that is going to be impacting every department on campus, says George Pappas, Electrical and Systems Engineering Department chair. By providing a platform for female professionals to share their research and professional journey, Analytics at Wharton is inspiring and supporting the next generation of data science leaders. Yihao Yuan, Doctoral Candidate, Marketing. This project seeks to characterize and advertise a new statistical method for estimating the elasticity of taxable income in the presence of optimization frictions. Linnea Gandhi, Doctoral Candidate, OID. 2022 Penn Today, University of Pennsylvania, Investing in Penns data science ecosystem. By bringing data-driven thinking and learning to everyone, we can truly tackle the problems of the 21st century.. This project is an inductive two-part multi-sourced qualitative study that focuses on the practices and community around the developers that write bots, scripts and automated programs that are designed to override algorithmic controls and how workers use these technologies to resist and counter algorithmic control. Maurice E. Schweitzer, Cecilia Yen Koo Professor; Professor of Operations, Information and Decisions Eric J. Tchetgen Tchetgen, Luddy Family Presidents Distinguished Professor, Professor of Statistics Data Science has recently become a very desirable and marketable skill to have. 
Dan Taylor, Associate Professor of Accounting. This past year, I was able to go to the final round of the Citadel Data Challenge partnering with other students in the program., Networks & Social Systems Engineering, University of Pennsylvania. Single cell CRISPR screen technology, proposed a few years ago, offers unprecedented opportunities to unravel the molecular mechanisms of human disease and guide drug development. This research seeks to enhance our understanding of the role that aesthetics play in consumer decision-making and perceptions of companies and to develop effective tools that help companies craft data-driven visual brands, products, and platforms. This project will extract key information from c, lose to 10 million court proceedings going back, to 1951.
World Cafe Live welcomes Anees, an independent singer-rapper from the Washington, D.C., area. With a fusion of pop and hip-hop with an R&B tone, his latest hit sun and moon has surpassed 35 million streams in its first six weeks, featuring melodies of good vibes and summer feelings. Linking climate with poverty and social instability: a hotspot mapping project, here hot spots of climate change will be, how their, ow global poverty and inequality will change in response, there is predictive power in indicators in determining socio, high spatial and temporal resolution and more sophisticated representations of, requires substantial computation time, relying on, what causes police confrontations and escalations, The project will use machine learning methods to explore the, have an impact on whether an incident escalates. Susan Wachter, Albert Sussman Professor of Real Estate, Professor of Finance Kartik Hosanagar, John C. Hower Professor of Technology & Digital Business; Professor of Marketing. This research explores how firms can improve their hiring decisionsby employing state-of-the-art machine learning methods that use observable characteristics of applicants to predict their probability of staying in the job and theirperformance.
A new tool to study what employers value in hiring, and work to eliminate bias. We strive to bring you faculty, staff, 0,000 MRI scans, to explore this question. Ongoing research at the Penn Research in Embedded Computing and Integrated Systems Engineering (PRECISE) Center, the General Robotics, Automation, Sensing & Perception (GRASP) Lab, and DARPA-funded projects on the safety of AI-based aircraft control provide a starting point for furthering Penns research portfolio on safe, explainable, and trustworthy autonomous systems. It is intended for students who wish to complement their primary area of study with an interdisciplinary focus on using data and survey methods for conducting research and evaluating programs, policies, and outcomes in the social sciences. Michele W. Berger June 1, 2022. Daniel Taylor, Associate Professor of Accounting. There is a lot of jargon in the data science world and it can be confusing. But the challenges that lie ahead for data scientists and engineers, from developing algorithms that dont exacerbate biases to ensuring privacy protections, are equally complex and, in some instances, require entirely new ways of thinking. The Warren Center for Network and Data Sciences has been a major catalyst for this type of work, generating foundational research on ethical algorithms and data privacy, as well as collaborations that have drawn in faculty from the Wharton School, Law School, Perelman School of Medicine, and beyond. The investment will cover research in novel therapeutics and health-related initiatives, energy and sustainability, data engineering and science, and infrastructure to support physical science research over the next five years. Vijay Kumar, Nemirovsky Family Dean of Penn Engineering, sees IDEAS and Amy Gutmann Hall as being pillars for the future of Penn Engineering and its role in the Universitys mission to translate new knowledge into action for the public good. The project will explore factors affecting court decisions such as removals resulting from illegal entries and asylum petitions. Their work shows possible implications for ad targeting, credit scores, insurance coverage, and more. Homa Hosseinmardi and her colleagues at Penns Computational Social Science Lab studied browsing data from 300,000 Americans to gain insights into how online radicalization occurs, and to help develop solutions. The map will be seeded with historical studies and enriched with data from new lab and field experiments to help validate what we, as a field, do and dont yet know about the efficacy of these interventions across contexts. This project seeks to build a map of nudge or choice architecture interventions, enabling practitioners and academics alike to navigate the theoretical space easily and effectively. This initiative is a clear statement that Penn is committed to taking data science head-on.. Benjamin Keys, Rowan Family Foundation Professor; Professor of Real Estate; Professor of Finance Wharton Energy Analytics Lab brings to bear cutting-edge applications of machine learning techniques to position Wharton as an undisputed leader in connecting data analytics and energy markets to face societal challenges. The goal of this project is to empirically study the effect of workplace and economic stress on health outcomes including aging and mortality. Devices and data acquisition tools make it easy Read more, The Intensive Care Unit of most major hospitals is a noisy environment. Interested in learning more about the SRDA minor? This project will support the development and use of an AI-powered chatbot platform for negotiations. Matthew Bloomfield, Assistant Professor of Accounting I have also worked on side projects including a messenger bot that allows users to order pick-up from local food trucks. The project will use machine learning methods to explore the characteristics of police partners to see whether they have an impact on whether an incident escalates. Aiming to become the worlds foremost source of research and teaching expertise on the application of data analytics to issues related to insider trading, financial irregularities, and corporate transparency. Rachel Mariman, Research Project Manager, Analytics at Wharton. Edgar Dobriban, Assistant Professor of Statistics This discipline has allowed me to explore multiple areas of interests and multiple different job opportunities in industries such as finance, technology and healthcare. In order to monitor patients, healthcare practitioners set threshold alarms on each of many individual vital sign monitors. Arthur van Benthem, Associate Professor of Business, Economics and Public Policy. Through our labs and projects, Analytics at Wharton incubates new ventures that support cutting-edge research and education in diverse industries and academic fields. This past year, I was able to go to the final round of the Citadel Data Challenge partnering with other students in the program. Prof. Martha Farah, Department of Psychology, and Prof. Lyle Ungar, Department of Computer and Information Science, are studying why SES-associated depression is different from general depression in terms of neuroanatomical symptoms and causes. The Laurel Hill Mansion welcomes Women for Greater Philadelphia to present an outdoor concert by the Florion Trio, featuring Nancy Bean (violin), Lloyd Smith (cello), and Allen Krantz (guitar).
Below we list our currently active DSSG projects. and student profiles, research updates, and the latest happenings on campus. Current activities coordinated by DDD include funding for data science-focused postdoctoral fellows in the natural and social sciences; Data Science for Social Good seed grants, which aim to fund early-stage projects that connect faculty, students, and agencies through data-driven projects; and the Summer Undergraduate Data Science Hangout to bring together students doing data driven research. By recruiting additional faculty in this area, IDEAS will help Penn make strides in bio-inspired computing and in future life-changing discoveries that could address cognitive disorders and nervous system diseases. Philadelphia, PA 19104 Morris Arboretum presents Summer of Swings, a seasonal exhibit that invites guests to swing on 10 newly installed swings spread across 92 acres of the grounds. Alex Hirsch, Research Coordinator, Operations, Information and Decisions. Penn Engineering researchers are using data science to answer fundamental questions that challenge the globefrom genetics to materials design. Morris Arboretum, 100 E. Northwestern Ave. Conceptually, we must show that each step of the analysis (and each set of parameters used in the step) was justified, and that the original data was itself trustworthy. Amy Sepinwall, Associate Professor of Legal Studies and Business Ethics. Many in-person traditions returned to campus this year after a lengthy hiatus, including classes, but Penns output of research, innovation, and growth never slowed throughout the year. Michael Roberts, William H. Lawrence Professor, Professor of Finance, The WiDS Conference is an invaluable resource to support women interested in learning business analytics and data science. What can browser history inadvertently reveal about a persons health? A primary challenge with working with such data is that 50% of devices are tracked for less than 35% of the days. The Music Hall at World Cafe Live, 3025 Walnut St. From smartphones and fitness trackers to social media posts and COVID-19 cases, the past few years have seen an explosion in the amount and types of data that are generated daily. A primary challenge with working with such data is that, 50% of devices are tracked for less than 35% of the days. We definitely believe that, whether its criminology and sociology on one side and astronomy and engineering on the other, we can make it happen on a much bigger scale and place Penn at the cutting edge, he says. This project will develop research and teaching expertise on the application of Big Data and predictive analytics to issues related to insider trading, financial irregularities, and fraud. research interests:statistical machine learning, high-dimensional inference, large-scale multiple testing, optimization, and privacy-preserving data analysis. To do this, IDEAS aims to recruit new faculty across three research areas: artificial intelligence (AI) to transform scientific discovery, trustworthy AI for autonomous systems, and understanding connections between the human brain and AI. This information will help WCA design and deploy better experiential learning pathways to better serve the students at Wharton and within the Penn community. As an engineer and computer scientist at Penn, I got the opportunity to apply my computer science and data science knowledge to these many fields through performing research at a neuroscience lab and working on a customer analytics project for URBN. Judd B. Kessler, Associate Professor of Business Economics and Public Policy. View links to various research centers that departmental faculty participate in. Media, developing algorithms that dont exacerbate biases, School of Engineering and Applied Science, Warren Center for Network and Data Sciences, Department of Statistics and Data Science, Laboratory for Research on the Structure of Matter, Penn Research in Embedded Computing and Integrated Systems Engineering (PRECISE) Center, General Robotics, Automation, Sensing & Perception (GRASP) Lab, The Data Driven Discovery initiative (DDD), data science-focused postdoctoral fellows, Summer Undergraduate Data Science Hangout. This project uses data collection for a student-led evaluation of the health and economic consequences of the Covid-19 pandemic and the effectiveness of national and state-wide policy responses to contain the coronavirus and to mitigate its health and economic consequences. In collaboration with three highly sophisticated, intensive-care clinics operating within the University of Pennsylvania hospital system, this project equips medical providers with individually worn biometric sensors that closely track the workplace demands and stresses they experience while navigating swings in high acuity patients urgent needs. Professor Ben Keys will use the dataset for his research agenda: How is Climate Change Reshaping Housing and Mortgage Markets? Some offspring also developed impaired memory and anxiety-like behavior. Penn already has a strong foundation in using AI for scientific discovery thanks in part to investments in basic research facilities such as the Singh Center for Nanotechnology and the Laboratory for Research on the Structure of Matter. This means that risk factors, prognoses, and treatments may not be effective with low SES. In addition to the IDEAS initiative, Penn is also growing its existing data science ecosystem with the construction of Amy Gutmann Hall. & SocialSciences, Arts, If interested in submitting a proposal, please contact analytics@wharton.upenn.edu. Pia Ramchandani, Doctoral Candidate of Operations, Information, and Decisions. The IDEAS initiative is game-changing for our University, says President Amy Gutmann. I also get the opportunity to work on a practicum project allowing me to apply my skills to medical data. We want to create the right environment to learn and share, Jain says. In collaboration with the Tellfinder Alliance for Global Counter-Human Trafficking, this project will leverage unstructured, massive deep web data from leading adult-services websites using a novel machine learning framework to construct the first global network view of sex trafficking supply chains. How do media depictions of tobacco influence smoking decisions for young adults?
Prof. Irina Marinov, Department of Earth and Environmental Science, and Prof. Michael Weisberg, Department of Philosophy, will be exploring where hot spots of climate change will be, how their distribution will change between now and 2100, how global poverty and inequality will change in response to expected climate changes, and whether there is predictive power in indicators in determining socioeconomic and political outcomes? College of Arts & Sciences Graduate Division College of Liberal & Professional Studies, Bhuvnesh JainDepartment of Physics and Astronomy, Greg RidgewayDepartment of CriminologyDepartment of Statistics and Data Science, Copyright University of Pennsylvania School of Arts & Sciences, Leveraging Large Scale Human Mobility Data for Epidemic Modeling, Hamed Hassani, Department of Electrical and Systems Engineering and Department of Math, is working to, construct realistic epidemic networks from sparse and incomplete data. Exequiel (Zeke) Hernandez, Associate Professor of Management. Duncan Watts, Stevens University Professor of Computer and Information Science, Communication, and Operations, Information and Decisions George Pappas is UPS Foundation Professor of Transportation and chair of the Department of Electrical and Systems Engineering in Penns School of Engineering and Applied Science. WiDS Philadelphia @ Penn is an independent event that is organized by The DDD invites all post-doctoral fellows in the School of Arts & Sciences who are developing or using data science methods to apply to be a Data Science Fellow. Using unique access to an archive of administrative records on civilian complaints against police, this multi-wave experimental study seeks to assess how Philadelphia residents understand and perceive the current civilian complaint process, and systematically evaluate the impact of transparency initiatives on civic engagement and public trust in police. To help make sense of these large, complex datasets, the field of data science has grown, providing methodologies, tools, and perspectives across a wide range of academic disciplines. If data science is a significant part of your research and you are interested in cross-disciplinary College of Arts & Sciences Graduate Division College of Liberal & Professional Studies, Bhuvnesh JainDepartment of Physics and Astronomy, Greg RidgewayDepartment of CriminologyDepartment of Statistics and Data Science, Copyright University of Pennsylvania School of Arts & Sciences, From June 23, 2022 to August 11, 2022, at 12:00 pm, College of Liberal and Professional Studies, Postdocs, Apply to Be a Data Science Fellow, College of Liberal & Professional Studies. ENVIRONMENTAL, SOCIAL AND GOVERNANCE (ESG) ANALYTICS LAB, If you are interested in submitting a proposal to Analytics at Wharton, please contact us at, Computational Social Science for Business, Environmental, Social and Governance (ESG) Analytics Lab. 3330 Walnut Street This is a truly transformative initiative that will solidify Penn as the premier place for data science, Kumar says. Professor Maisy Wong will use the dataset to study the returns to scale of MLS platforms. Aviv Nevo, George A. Weiss and Lydia Bravo Weiss University Professor; Professor of Marketing; Professor of Economics Robert P. Inman, Richard King Mellon Professor Emeritus of Finance; Professor Emeritus of Business Economics & Public Policy. I now get the unique benefit and intellectual freedom of crafting my education and am able to take courses within all four schools and specialize in the areas that I find interesting. Lynn Wu, Associate Professor of Operations, Information and Decisions. Over my first summer, I worked at a veterinarian startup, creating a pricing and recommendation engine to better aid customers in understanding the patient-lifecycle of their pets.
The project will also assess whether there are, calendar effects, or weather, that influence, The Immigration Courts: Processing and Analyzing Data from The Executive Office for Immigration Review, percent of all federal criminal prosecutions, making prosecutions for illegal entry, illegal re, entry, and other immigration violations, the major focus of fede, ral criminal enforcement efforts. We also have an annual show in the spring that is open for the Penn community. This project will develop real-world case studies for teaching data analytics and data science in the classroom based on current datasets from Wharton Customer Analytics partners. Arthur van Benthem, Associate Professor of Business Economics and Public Policy. In addition to dancing, I am also on the honor council here at Penn and work on planning events to spread integrity around campus as well as adjudicating select disciplinary hearings. Patient safety may be compromised if a Read more, Classical tools for rigorously analyzing data make the assumption that the analysis is static: the models to be fit, and the hypotheses to be tested are fixed independently of the data, and preliminary analysis of the data does not feed back into the data gathering procedure. This means that r, isk factors, prognoses, and treatments may not be effective with low SES. Through the Innovation in Data Engineering and Science Initiative, Penn aims to become a leader in data-driven approaches that can transform scientific discovery, engineering research, and technological innovation. As a team, we practice a couple of times each week in preparation for our national competitions. Slated for completion in 2024, the Universitys new data science hub will physically centralize resources, including software, hardware, and intellectual expertise, and will also provide a space for members of the campus community to connect with experts, get advice, and find potential collaborators. Martha Farah, Department of Psychology, and Prof. Lyle Ungar, Department of Computer and Information Science, are studying why, SES-associated depression is different from general depression in terms of neuroanatomical symptoms and causes. This project expands upon the recently published paper in American Economic Review, Incentivized Resume Rating: Eliciting Employer Preferences without Deception, by building two platforms to disseminate the research tools and insights from the IRR method targeted at researchers/policymakers and firms. Raghu Iyengar, Miers-Busch, W1885 Professor; Professor of Marketing; Faculty Director, Wharton Customer Analytics
What did you do to relax and have fun outside of school? Led by the School of Engineering and Applied Science, the IDEAS initiative builds upon the steadily gathering momentum of its data-centric research. This is a new mode of research, where we tackle common problems involving data across very diverse disciplines.. From Annenberg School for Communication December 1, 2021. Two studies from the Annenberg School for Communications Robert Hornik find that media portrayals of such behaviors can change actions and perception, but how and by how much depends on a range of factors. I recommend reading and practicing a lot, whether that is playing around with open data sets online or creating a new data set and experimenting with that. J. Daniel Kim, Assistant Professor of Management Conference. As part of its $750 million investment in science, engineering, and medicine, the University has committed to supporting the future needs of this field. This project will develop a structural model and use data-driven methods to quantify the impact of vertical contracts on consumer welfare and profits of studios and platforms in the video streaming market, a fast-growing market that already accounts for more than a quarter of all time spent on television sets by Americans. @pennengineers Dean Knox, Assistant Professor of Operations, Information, and Decisions
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