معرفی
Allison Davidson is an Associate Professor of Statistics in the Department of Mathematics, Computer Science & Statistics at Muhlenberg College. She teaches undergraduate and graduate statistics courses focused on developing transferable analytical skills for academic research and professional careers, emphasizing practical application of statistical concepts.
Education
- Ph.D., Purdue University
- M.S., Purdue University
- B.S., Roberts Wesleyan College
Research Interests
Davidson specializes in statistics education innovation, data visualization techniques, and interdisciplinary applied statistics. Her collaborative research spans environmental science (climate change impacts on plant phenology), cognitive psychology (visuospatial interference effects), social statistics (police-crime dynamics), and probability theory (Pólya urn models). She actively partners with students on real-world projects including food waste analysis, isopod behavior studies, and Twitter analytics, prioritizing experiential learning.
Publications
Her recent work demonstrates strong interdisciplinary connections between statistics education methodology, environmental data analysis, cognitive modeling, and theoretical probability. Key themes include project-based pedagogy in statistics courses, climate-phenology relationships using time-series analysis, predictive modeling for e-commerce applications, and foundational probability research. This portfolio highlights her commitment to both advancing statistical theory and developing practical educational frameworks.
Student Advising
Davidson has mentored over ten undergraduate researchers through Muhlenberg's CUE and REU programs, guiding honors theses on topics like isopod ecology, plant flowering patterns, and police force characteristics. Her advisees regularly present at national conferences and co-author publications, reflecting her dedication to developing student research capabilities across diverse statistical applications.
