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3. Analysis of human exposure to landslides with a GIS multiscale approachSirio Modugno, Sarah C. M. Johnson, Pasquale Borrelli, Edris Alam, Nejc Bezak, Heiko Balzter, 2022, original scientific article Keywords: disaster risk reduction, landslide probability, logistic regression, landslide trigger factors, GIS model, global map Full text (file, 2,19 MB) This document has more files! More... |
4. Bias-reduced estimators of conditional odds ratios in matched case-control studies with unmatched confoundingRok Blagus, 2023, original scientific article Keywords: statistics, linear models, bias, bias correction, Cox proportional hazards model, data augmentation, logistic regression model, relative risk estimation Full text (file, 570,98 KB) This document has more files! More... |
5. Bring more data!—a good advice?Hana Šinkovec, Angelika Geroldinger, Georg Heinze, 2019, original scientific article Keywords: maximum likelihood estimation, logistic regression, Firth’s correction, separation, penalized likelihood, bias Full text (file, 1,95 MB) This document has more files! More... |
6. To tune or not to tune, a case study of ridge logistic regression in small or sparse datasetsHana Šinkovec, Georg Heinze, Rok Blagus, Angelika Geroldinger, 2021, original scientific article Keywords: logistic regression, Firth's correction, statistics Full text (file, 2,66 MB) |