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Staff photo Tetiana Gorbach

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.

 

Works at

Affiliation
Associate professor at Umeå School of Business, Economics and Statistics (USBE) Section: Statistics
Location
Samhällsvetarhuset, Biblioteksgränd 6 Umeå universitet, 901 87 Umeå

My ORCID Profile: https://orcid.org/0000-0003-2135-9963

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.

Journal of machine learning research, 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

Research groups

Group member
Published: 31 May, 2021