Dambon Jakob HSLU W

Jakob Dambon Jakob Dambon

Senior Wissenschaftlicher Mitarbeiter

Dambon Jakob HSLU W

Hochschule Luzern – Wirtschaft

Raum 6.39
Campus Zug-Rotkreuz
Suurstoffi 1
6343 Rotkreuz


Institut für Finanzdienstleistungen Zug IFZ

CC Financial Services

Senior Wissenschaftlicher Mitarbeiter

+41 41 757 67 88

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Biografie

Education

2017 - today: PhD candidate in Epidemiology and Biostatistics, University Zurich

Research topic: Spatial Statistics, Spatially Varying Coefficient (SVC) models

2010 - 2016: BSc and MSc in Mathematics, ETH Zurich

 

Professional experience

2017 - today: Research Associate at the Institute of Financial Services Zug (IFZ), Lucerne University of Applied Sciences and Arts

Data Analytics, Machine Learning Applications, Research of Statsitical Methodology for Spatial Statistics

2016 - 2017: Statistical Consultant at the Seminar for Statistics, ETH Zurich

2016: Internship at d-fine GmbH (Frankfurt a.M., Germany)

 

Publications

  • Jakob A. Dambon, Fabio Sigrist, and Reinhard Furrer (2020) Maximum Likelihood Estimation of Spatially Varying Coefficient Models for Large Data with an Application to Real Estate Price Prediction, preprint available, https://arxiv.org/abs/2001.08089
  • Jakob A. Dambon, Fabio Sigrist, and Reinhard Furrer (2019) varycoef: Varying Coefficients, R package, https://CRAN.R-project.org/package=varycoef

 

 

Projekte

Forschungsprojekte

  • Space-time machine learning models for valuation and prediction of real estate objects
  • Recomender System for Data-Driven Leads for Cross Selling in Banking
  • Prediction of third-party wealth for bank customers

Publikationen und Präsentationen

Publikationen und Präsentationen - Artikel, Rezension; peer reviewed

  • Dambon, Jakob; Sigrist, Fabio & Furrer, Reinhard (2020). Maximum likelihood estimation of spatially varying coefficient models for large data with an application to real estate price prediction. Spatial Statistics, 1. doi: 10.1016/j.spasta.2020.100470

Publikationen und Präsentationen - Artikel, Rezension; not peer reviewed

  • Dambon, Jakob; Sigrist, Fabio & Furrer, Reinhard (2021). Joint Variable Selection of both Fixed and Random Effects for Gaussian Process-based Spatially Varying Coefficient Models. arXiv, 1.

Publikationen und Präsentationen - Sonstige Publikationsformate

  • Dambon, Jakob; Sigrist, Fabio & Furrer, Reinhard (11.10.2019). varycoef: Modeling Spatially Varying Coefficients [Softwareprogramm]. https://cran.r-project.org/web/packages/varycoef/index.html

Publikationen und Präsentationen - Präsentation (Tagungsbeitrag/Referat/Vortrag)

  • Dambon, Jakob (05.08.2020). Advances in Disease Mapping. JSM 2020, virtual.
  • Dambon, Jakob (19.06.2020). varycoef: Modeling Spatially Varying Coefficients. eRum 2020, virtual.
  • Dambon, Jakob (25.10.2019). varycoef:An R Package to Model Spatially Varying Coefficients. Swiss Statistics Seminar, Bern (Switzerland).
  • Dambon, Jakob (30.07.2019). Spatially Varying Coefficients Models:How MLE Stacks up Against Other Methods. JSM 2019, Denver (USA).
  • Dambon, Jakob (12.07.2019). Spatially Varying Coefficients Models for Large Data using MLE. Spatial Statistics Conference 2019, Sitges (Spain).
  • Dambon, Jakob (09.11.2018). Spatially Varying Coefficients Models: A Comparison of Maximum Likelihood Estimators with other Estimators. Swiss Statistics Seminar, Bern (Switzerland).