Research output per year
Research output per year
Personal profile
Research interests
1105 Computer Software (nach ÖSTAT)
1138 Informationssysteme (nach ÖSTAT)
1162 Statistik (nach ÖSTAT)
5320 Marketing (nach ÖSTAT)
Curriculum Vitae
eAssistant am Institut für Interacive Marketing und Social Media, WU Vienna
2018
eAssistant Institut für Interacive Marketing und Social Media, WU Vienna
2017
Ferialaushilfe im "Servicecenter spezialfinanzierungen" , Raiffeisenlandesbank Niederösterreich-Wien AG
2015
Interkultureller Trainer Verein NL 40
2013 → 2014
Sozialdienst, Österreichisches Hospiz zur Heiligen Famlie in Jerusalem
2012 → 2013
Expertise
- Causal Inference
- Programming (R, Python, Julia, C++)
- Digital Markets
- Deep Learning
- Bayesian Statistics
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Publications
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Negative Spillover Effects of Opt-out Defaults: Evidence from Organ Donation Policies
Güntürkün, B. P., Studte, S., Winkler, D., Clement, M., Tan, J. H. W., Merz, E.-M., Huis in 't Veld, E. & Ferguson, E., 20 Aug 2024, The Society for the Improvement of Psychological Science.Publication: Working/Discussion Paper › Working Paper/Preprint
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A Bayesian Survival Model for Time-Varying Coefficients and Unobserved Heterogeneity
Knaus, P., Winkler, D. & Jomrich, G., 22 Jun 2022.Publication: Working/Discussion Paper › Working Paper/Preprint
Open AccessFile157 Downloads (Pure) -
Music Genres Reconsidered: Challenging Established Genres with a Data-driven Approach
Hotz-Behofsits, C., Wlömert, N. & Winkler, D., 2022, Proceedings of the 55th Annual Hawaii International Conference on System Sciences 2022. Bui, T. X. (ed.). Hawaii: HICSS Conference Office, p. 0Publication: Chapter in book/Conference proceeding › Contribution to conference proceedings
Open Access -
A New Domain-Specific Language for MCMC Inference
Winkler, D., Adelsberger, S. & Frühwirth-Schnatter, S., 2021.Publication: Contribution to conference › Conference poster
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shrinkDSM: Efficient Bayesian Inference for Dynamic Survival Models with Shrinkage
Winkler, D. & Knaus, P., 6 Sept 2021Publication: Non-textual form › Software
Activities
- 13 Science to science
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The Role of Dynamic Customer Feedback Information in Customer Churn Prediction
Kulumbeg, A. (Speaker), Winkler, D. (Contributor) & Reutterer, T. (Contributor)
28 Sept 2023Activity: Talk or presentation › Science to science
File -
Separating the Artist from the Art: The Effects of Social Media Boycotts on Human Brands
Winkler, D. (Speaker), Wlömert, N. (Contributor) & Liaukonyte, J. (Contributor)
9 Jun 2023Activity: Talk or presentation › Science to science
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The Path to Fame - Exploiting Curator Networks to Predict Human Brand Success
Winkler, D. (Speaker), Wlömert, N. (Contributor), Muchnik, L. (Contributor) & Goldenberg, J. (Contributor)
25 May 2023Activity: Talk or presentation › Science to science
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The Path to Fame - Exploiting Curator Networks to Predict Human Brand Success
Winkler, D. (Speaker), Wlömert, N. (Contributor), Goldenberg, J. (Contributor) & Muchnik, L. (Contributor)
25 May 2023Activity: Talk or presentation › Science to science
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Why Opt-Out Defaults Diminish Living Organ Donations
Güntürkün, B. P. (Speaker), Clement, M. (Speaker), Studte, S. (Contributor), Merz, E.-M. (Contributor), Winkler, D. (Contributor), Tan, J. H. W. (Contributor), Huis in 't Veld, E. (Contributor) & Ferguson, E. (Contributor)
23 Mar 2023Activity: Talk or presentation › Science to science
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Forschung Musikwirtschaft
Gach, T. (Contact person for administrative matters), Wlömert, N. (PI - Project head), Hotz-Behofsits, C. (Researcher) & Winkler, D. (Deputy project head with power of attorney )
Project: Other non-commercial research
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The Path to Fame - Exploiting Curator Networks to Predict Human Brand Success
Winkler, D. (PI - Project head), Goldenberg, J. (Researcher) & Wlömert, N. (Researcher)
1/09/20 → 30/12/22
Project: Other
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Arianna: A Domain-Specific Language for MCMC Algorithms
Adelsberger, S. (PI - Project head), Frühwirth-Schnatter, S. (PI - Project head) & Winkler, D. (PI - Project head)
6/01/20 → 30/12/22
Project: Research funding
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A Bayesian Survival Model
Knaus, P. (PI - Project head) & Winkler, D. (PI - Project head)
7/10/19 → 30/12/22
Project: Research funding