معرفی
Maria Karlsson is an Associate Professor at the Department of Statistics, Umeå School of Business, Economics and Statistics (USBE), Umeå University. She also serves as a Student Counsellor. Her research focuses on statistical methodology, particularly in truncated and censored regression models, as well as pedagogical innovations in statistics education. She has contributed to projects like Stat4Reg and led initiatives such as Analysis of demand equations using mixtures of Tobit models (2013–2015) and Estimation of labor market policy program effects in the presence of interference between individuals (2013–2014).
Educational Background: Holds the title of Distinguished university teacher, reflecting her expertise in pedagogy. Her academic qualifications emphasize both statistical rigor and educational effectiveness.
Research Interests: Her work bridges statistical theory and practical applications, including labor market policy evaluation, causal inference in observational studies, and integrating flipped classrooms with MOOCs. She also explores ethical frameworks for AI in education and innovative writing practices in statistics curricula.
Publications Overview: Karlsson's publications span statistical methodology (e.g., truncSP R package development) and pedagogical advancements. Recent work highlights include addressing ethical AI challenges and advancing active learning strategies in higher education.
Awards: Recognized as a Distinguished university teacher, underscoring her contributions to educational excellence.
Grants & Projects: Led two major research projects on labor market policies and demand modeling, demonstrating her impact on both theoretical and applied statistics.
Labs/Teams: Active member of the Stat4Reg research group, focusing on statistical methods for regression analysis and policy evaluation.
