معرفی
Ana Marija Filipas serves as a Lecturer at the Faculty of Economics and Business (EFRI) of the University of Rijeka, Croatia, where she delivers core quantitative coursework for undergraduate and graduate programs. Her institutional affiliation includes active teaching responsibilities within the Faculty's academic structure, with office hours maintained for student consultation in Chair 62/III.
Her research and pedagogical expertise centers on econometric methodology and big data applications in business contexts. She systematically covers probability theory, mathematical statistics, linear regression modeling (including OLS derivation, categorical variables, and diagnostic testing for multicollinearity/heteroscedasticity), and advanced analytics techniques such as supervised/unsupervised learning, decision trees, association rule mining, and text mining. This bridges classical econometric frameworks with contemporary data science tools for economic analysis.
Her scientific contributions manifest through curriculum development in quantitative disciplines, particularly the foundational 'Basics of Econometrics' course and the English-taught 'Big Data Analytics' program covering data preprocessing, model deployment, and ensemble methods. While specific research outputs aren't documented in the source material, her instructional focus demonstrates applied expertise in transforming complex statistical concepts into practical business analytics solutions.
