portrait photo

Daniel Winkler

Daniel Winkler MSc (WU)
Telephone:
+43 1 31336 4888
Email:
Contact information and photo taken from and editable at WU Directory.

CV

since 2019
Teaching and Research Associate (predoc)
2018
eAssistant at the Institut for Interactive Marketing and Social Media
2017
eAssistant at the Institut for Interactive Marketing and Social Media
2015
Temporary help in the "Special Financing Service Center", Raiffeisenlandesbank Niederösterreich-Wien AG
2013-2014
Intercultural Trainer, Verein NL40
2012-2013
Social Service, Austrian Hospice of the Holy Family in Jerusalem

Researcher Identifier

Awards and Honors

2021
Research Grant (Kleinprojekte von WU-Assistent/inn/en)

Classifications

Expertise

  • Bayesian Statistics
  • Deep Learning
  • Digital Markets
  • Causal Inference
  • Programming (R, Python, Julia, C++)

Activities

No activities found.

Publications

Journal article

2019 Jomrich, Gerd, Hudec, Xenia, Harpain, Felix, Winkler, Daniel, Timelthaler, Gerald, Moor, Thomas, Marian, Brigitte, Schoppmann, Sebastian F. 2019. Expression of FGF8, FGF18, and FGFR4 in Gastroesophageal Adenocarcinomas. Cells. 8 open access (Details)
  Jomrich, Gerd, Gruber, Elisabeth S., Winkler, Daniel, Hollenstein, Marlene, Gnant, Michael, Sahora, Klaus, Schindl, Martin. 2019. Systemic Immune-Inflammation Index (SII) Predicts Poor Survival in Pancreatic Cancer Patients Undergoing Resection. Journal of Gastrointestinal Surgery. open access (Details)
2018 Jomrich, Gerd, Maroske, Florian, Stieger, Jasmin, Preusser, Matthias, Ilhan-Mutlu, Aysegül, Winkler, Daniel, Kristo, Ivan, Paireder, Matthias, Schoppmann, Sebastian Friedrich. 2018. MK2 and ETV1 Are Prognostic Factors in Esophageal Adenocarcinomas. Journal of Cancer. 9 (3), 460-468. open access (Details)

Contribution to conference proceedings

2022 Hotz-Behofsits, Christian, Wlömert, Nils, Winkler, Daniel. 2022. Music Genres Reconsidered: Challenging Established Genres with a Data-driven Approach. In Proceedings of the 55th Annual Hawaii International Conference on System Sciences, Hrsg. IEEE, 0-0. Hawaii: IEEE. (Details)

Paper presented at an academic conference or symposium

2021 Knaus, Peter, Winkler, Daniel. 2021. A Bayesian Survival Model for Time-Varying Coefficients and unobserved Heterogeneity. European Young Statisticians Meeting, Athens, Greece, 06.09-10.09. (Details)
  Knaus, Peter, Winkler, Daniel. 2021. A Bayesian Survival Model for Time-Varying Coefficients and unobserved Heterogeneity. 4th International Conference on Econometrics and Statistics, Hong Kong, China, 24.06-26.06. (Details)
  Winkler, Daniel, Adelsberger, Stephan, Frühwirth-Schnatter, Sylvia. 2021. A Domain-Specific Language for MCMC Algorithms. ISBA World Meeting, Virtual, United States/USA, 28.06-02.07. (Details)
  Winkler, Daniel, Wlömert, Nils, Muchnik, Lev, Goldenberg, Jacob. 2021. The Path to Fame - Exploiting Curator Networks to Predict Human Brand Success. Workshop on Information Systems and Economics, Austin, TX, United States/USA, 15.12-17.12. (Details)
  Winkler, Daniel, Goldenberg, Jacob, Muchnik, Lev, Wlömert, Nils. 2021. The Path to Success - How Playlist Inclusions Predict Success of Songs on Music Streaming Services. INFORMS Marketing Science 2021, Virtual, United States/USA, 03.06.-05.06. (Details)

Poster presented at an academic conference or symposium

2021 Winkler, Daniel, Adelsberger, Stephan, Frühwirth-Schnatter, Sylvia. 2021. A New Domain-Specific Language for MCMC Inference. European Seminar on Bayesian Econometrics, Virtual, Spain, 08.09.-09.09. (Details)

Software

2021 Winkler, Daniel, Knaus, Peter. 2021. shrinkDSM: Efficient Bayesian Inference for Dynamic Survival Models with Shrinkage. (Details)

Projects

2020
The Path to Fame - Exploiting Curator Networks to Predict Human Brand Success (2020-2022) (Details)
Arianna: A Domain-Specific Language for MCMC Algorithms (2020-2022) (Details)
2019
A Bayesian Survival Model (2019-2022) (Details)