Angelika Geroldinger

1. GEROLDINGER, Angelika, DUNKLER, Daniela, PUHR, Rainer, BLAGUS, Rok, LUSA, Lara, HEINZE, Georg. Accurate prediction of rare events with Firth's penalized likelihood approach. In: LUSA, Lara (ed.), STARE, Janez (ed.). Abstracts and program. International Conference Applied Statistics 2015, Ribno. Ljubljana: Statistical Society of Slovenia, 2015. Str. 48. ISBN 978-961-93547-4-2. [COBISS.SI-ID 32521689]

2. HEINZEN, Georg, GEROLDINGER, Angelika, BLAGUS, Rok, LUSA, Lara. Challenges in accurate prediction of rare events with penalized likelihood methods. In: LUSA, Lara (ed.), STARE, Janez (ed.). Abstracts and program. International Conference Applied Statistics 2015, Ribno. Ljubljana: Statistical Society of Slovenia, 2015. Str. 47. ISBN 978-961-93547-4-2. [COBISS.SI-ID 32521433]

3. LUSA, Lara, BLAGUS, Rok, GEROLDINGER, Angelika, HEINZEN, Georg. Penalized logistic regression with rare event : preliminary results. In: LUSA, Lara (ed.), STARE, Janez (ed.). Abstracts and program. International Conference Applied Statistics 2015, Ribno. Ljubljana: Statistical Society of Slovenia, 2015. Str. 49. ISBN 978-961-93547-4-2. [COBISS.SI-ID 32521945]

4. VIDMAR, Gaj, GEROLDINGER, Angelika, BLAGUS, Rok, HEINZE, Georg, International Conference Applied Statistics 2016, Ribno (Bled), Slovenia. Software implementations of Firthʹs correcction for logistic regression. In: LUSA, Lara (ed.), BROEKE, Rianne (ed.). Abstracts and program. International Conference Applied Statistics 2016, Ribno (Bled), Slovenia, September 18-21, 2016. Ljubljana: Statistical Society of Slovenia, 2016. Str. 22. ISBN 978-961-93547-6-6. [COBISS.SI-ID 2212457]

5. GEROLDINGER, Angelika, LUSA, Lara, NOLD, Mariana, HEINZE, Georg. C-statistics : should leave-one-out crossvalidation be banned?. In: Quantifying life. Advancing research. Enabling decisions : abstract book. Vienna: AIM Group International, 2017. Str. 82. http://cenisbs2017.org/assets/downloads/documents/CEN-ISBS-2017-Abstract_Book.pdf. [COBISS.SI-ID 34225625]

6. PUHR, Rainer, HEINZE, Georg, LUSA, Lara, GEROLDINGER, Angelika. Firth's logistic regression with rare events : accurate effect estimates and predictions?. Statistics in medicine. Jun. 2017, vol. 36, iss. 14, str. 2302-2317. ISSN 0277-6715. http://onlinelibrary.wiley.com/doi/10.1002/sim.7273/abstract, DOI: 10.1002/sim.7273. [COBISS.SI-ID 33134041]

7. GEROLDINGER, Angelika, LUSA, Lara, NOLD, Mariana, HEINZE, Georg. Leave-one-out crossvalidation favors inaccurate estimators. In: Book of abstracts. [S. l.: s. n.], 2017. Str. 81. http://docplayer.net/49550227-Book-of-abstracts-conference-of-the-eastern-mediterranean-region-and-the-italian-region-of-the-international-biometric-society.html. [COBISS.SI-ID 33676505]

8. ŠINKOVEC, Hana, GEROLDINGER, Angelika, HEINZE, Georg. Bring more data!—a good advice? : removing separation in logistic regression by increasing sample size. International journal of environmental research and public health. [Online ed.]. 2019, vol. 16, no. 23, str. 1-12. ISSN 1660-4601. https://www.mdpi.com/1660-4601/16/23/4658, Repository of the University of Ljubljana – RUL , DOI: 10.3390/ijerph16234658. [COBISS.SI-ID 177404163]

9. ŠINKOVEC, Hana, GEROLDINGER, Angelika, HEINZE, Georg, BLAGUS, Rok. Tuning in ridge logistic regression to solve separation. ArXiv.org. 23 str., 8 str. pril., ilustr. ISSN 2331-8422. https://arxiv.org/pdf/2011.14865.pdf, DOI: 10.48550/arXiv.2011.14865. [COBISS.SI-ID 193121027]

10. GEROLDINGER, Angelika, BLAGUS, Rok, OGDEN, Helen, HEINZE, Georg. An investigation of penalization and data augmentation to improve convergence of generalized estimating equations for clustered binary outcomes. BMC medical research methodology. 2022, vol. 22, str. 1-13, ilustr. ISSN 1471-2288. https://bmcmedresmethodol.biomedcentral.com/articles/10.1186/s12874-022-01641-6, DOI: 10.1186/s12874-022-01641-6. [COBISS.SI-ID 111341827]
project: funder: Austrian Science Fund

11. ŠINKOVEC, Hana, HEINZE, Georg, BLAGUS, Rok, GEROLDINGER, Angelika. To tune or not to tune, a case study of ridge logistic regression in small or sparse datasets. BMC medical research methodology. 2021, vol. 21, str. 1-15, ilustr. ISSN 1471-2288. https://bmcmedresmethodol.biomedcentral.com/articles/10.1186/s12874-021-01374-y#rightslink, Repository of the University of Ljubljana – RUL , DOI: 10.1186/s12874-021-01374-y. [COBISS.SI-ID 79125251]
project: funder: Austrian Science Fund

12. GEROLDINGER, Angelika, LUSA, Lara, NOLD, Mariana, HEINZE, Georg. Leave-one-out cross-validation, penalization, and differential bias of some prediction model performance measures—a simulation study. Diagnostic and prognostic research. May 2023, vol. 7, iss. 1, [article no.] 9, str. 1-11. ISSN 2397-7523. https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10152625/pdf/41512_2023_Article_146.pdf, DOI: 10.1186/s41512-023-00146-0. [COBISS.SI-ID 155447811]

13. ŠINKOVEC, Hana, BLAGUS, Rok, HEINZE, Georg, GEROLDINGER, Angelika. To tune or not to tune, a case study of ridge logistic regression in small or sparse datasets. In: KASTRIN, Andrej (ed.), LUSA, Lara (ed.). Applied statistics 2023 : international conference : program and abstracts : September 24-26, 2023, Koper, Slovenia. Ljubljana: Statistical Society of Slovenia, 2023. Str. 68. https://as.mf.uni-lj.si/pdf/as2023book.pdf. [COBISS.SI-ID 170180355]