Tetiana Gorbach

My research concerns developing statistical methods for analyses with missing data applied to cognitive ageing and dementia research as well as causal inference.

Contact

tetiana.gorbach@umu.se

+46 90 786 72 01

Works as

Associate professor (on leave) at dg club School of Business, Economics and Statistics (USBE) Section: Statistics

Samhällsvetarhuset, Biblioteksgränd 6 dg club, 901 87 dg club

My ORCID Profile:

I am the principal investigator of the project: "Selection bias in ageing studies: novel statistical methods for analyses of incomplete datasets" (Fortes international postdoc). 2 300 000 SEK. Project leader. 2022-2023.

Project: "Machine learning to study causality with big datasets: towards methods yielding valid statistical conclusions". Marianne och Marcus Wallenbergs Stilftelse. 6 000 000 SEK. Co-applicant. Project leader: Xavier de Luna. 2022-2027.

Statistics in Medicine, John Wiley & Sons 2025, Vol. 44, (6)

Gorbach, Tetiana; Carpenter, James R.; Frost, Chris; et al.

Journal of machine learning research, Microtome Publishing 2023, Vol. 24, (197) : 1-65

Gorbach, Tetiana; de Luna, Xavier; Waernbaum, Ingeborg; et al.

Aging Brain, Elsevier 2023, Vol. 4

Lövdén, Martin; Pagin, Amos; Bartrés-Faz, David; et al.

Journal of Neuroscience Research, John Wiley & Sons 2022, Vol. 100, (6) : 1296-1320

Nordin, Kristin; Gorbach, Tetiana; Pedersen, Robin; et al.

NeuroImage, Academic Press 2021, Vol. 242

Pedersen, Robin; Geerligs, Linda; Andersson, Micael; et al.

Brain and Behavior, John Wiley & Sons 2021, Vol. 11, (2)

Ruotsalainen, Ilona; Glerean, Enrico; Karvanen, Juha; et al.

Brain Connectivity, Mary Ann Liebert 2020, Vol. 10, (5) : 202-211

Gorbach, Tetiana; Lundquist, Anders; de Luna, Xavier; et al.

Alzheimer’s & Dementia: Diagnosis, Assessment & Disease Monitoring, John Wiley & Sons 2020, Vol. 12, (1)

Gorbach, Tetiana; Pudas, Sara; Bartrés-Faz, David; et al.

Developmental Cognitive Neuroscience, Elsevier 2020, Vol. 42

Ruotsalainen, Ilona; Gorbach, Tetiana; Perkola, Jaana; et al.

Statistical studies, 54

Gorbach, Tetiana

Behavioural Brain Research, Elsevier 2019, Vol. 362 : 122-130

Ruotsalainen, Ilona; Renvall, Ville; Gorbach, Tetiana; et al.

Statistics and Probability Letters, Elsevier 2018, Vol. 141 : 82-89

Gorbach, Tetiana; de Luna, Xavier

Neurobiology of Aging, Vol. 51 : 167-176

Gorbach, Tetiana; Pudas, Sara; Lundquist, Anders; et al.

Gorbach, Tetiana; Lundquist, Anders; de Luna, Xavier; et al.

Moosavi, Niloofar; Gorbach, Tetiana; de Luna, Xavier

Ruotsalainen, Ilona; Glerean, Enrico; Karvanen, Juha; et al.

Research groups

Group member

Stat4Reg

Research projects

1 June 2022 until 31 December 2026

Machine learning to study causality with big datasets: towards methods yielding valid statistical conclusions

1 January 2015

DYNAMIC

Published: 03 Jun, 2021

Developing accurate statistical methods

Published: 31 May, 2021

Grants from Forte and Handelsbanken