Profil Prof. Dr. Andreas Wagner

Schwerpunkte/Kompetenzen

  • Data Science und Machine Learning
  • Risikomessung und Bewertung von Derivaten in der Energiewirtschaft
  • Modellierung und Simulation von Altersvorsorgeprodukten
  • Schadenshochrechnung und Fallzahlbestimmung im Abrechnungsbetrug
  • Fraunhofer-Forschungsmanager

 

Publikationen

Highlightpublikationen

  • Wagner, A.:
    Residual demand modeling and application to electricity pricing.
    The Energy Journal, Vol. 35 (2), (2014).
  • Korn, R.; Wagner, A.:
    Chance-risk classification of pension products: Scientific concepts and challenges.
    Innovations in Insurance, Risk- and Asset Management, (2018).
  • Hinderks, W.J.; Wagner, A.:
    Pricing German Energiewende products: intraday cap/floor futures.
    Energy Economics, Vol. 81, 287-296 (2019).
  • Korn, R.; Wagner, A.:
    Praxishandbuch Lebensversicherungsmathematik: Simulation und Klassifikation von Produkten.
    VVW GmbH, (2019).
  • Hinderks, W.J.; Korn, R.; Wagner, A.:
    A structural Heath–Jarrow–Morton framework for consistent intraday spot and futures electricity prices.
    Quantitative Finance, Volume 20, Issue 3, Pages 347-357, (2020).  

Fraunhofer Publica

Sammlung der Publikationen von Andreas Wagner

Jahr
Year
Titel/Autor:in
Title/Author
Publikationstyp
Publication Type
2024 Revealing the Effects of Data Heterogeneity in Federated Learning Regression Models for Short-Term Solar Power Forecasting
Nachtigall, Robin; Haller, Marc Leon; Wagner, Andreas; Walter, Viktor
Zeitschriftenaufsatz
Journal Article
2023 Short-Term Air Pollution Forecasting Using Embeddings in Neural Networks
Ramentol, Enislay; Grimm, Stefanie; Stinzendörfer, Moritz; Wagner, Andreas
Zeitschriftenaufsatz
Journal Article
2022 Short- and long-term forecasting of electricity prices using embedding of calendar information in neural networks
Wagner, Andreas; Ramentol Martinez, Enislay; Schirra, Florian; Michaeli, H.
Zeitschriftenaufsatz
Journal Article
2022 The impact of mortality shocks on modelling and insurance valuation as exemplified by COVID-19
Schnürch, Simon; Kleinow, Torsten; Korn, Ralf; Wagner, Andreas
Zeitschriftenaufsatz
Journal Article
2021 Application of continuous stochastic processes in energy market models
Grindel, Ria; Hinderks, Wieger; Wagner, Andreas
Aufsatz in Buch
Book Article
2021 Accounting for COVID-19-Type Shocks in Mortality Modeling: A Comparative Study
Schnürch, Simon; Kleinow, Torsten; Wagner, Andreas
Paper
2020 Electricity Price Forecasting with Neural Networks on EPEX Order Books
Schnürch, Simon; Wagner, Andreas
Zeitschriftenaufsatz
Journal Article
2020 A structural Heath-Jarrow-Morton framework for consistent intraday spot and futures electricity prices
Hinderks, W.J.; Korn, R.; Wagner, A.
Zeitschriftenaufsatz
Journal Article
2020 Factor models in the German electricity market: Stylized facts, seasonality, and calibration
Hinderks, W.J.; Wagner, A.
Zeitschriftenaufsatz
Journal Article
2020 Energy Risk Management in Practice
Hinderks, Wieger Johan; Wagner, Andreas; Oktoviany, Prilly
Aufsatz in Buch
Book Article
2020 Short- and long-term forecasting of electricity prices using embedding of calendar information in neural networks
Ramentol, Enislay; Schirra, Florian; Wagner, Andreas
Paper
2019 Aspekte der Klassifikation von Altersvorsogeprodukten
Ernst, Renate; Korn, Ralf; Wagner, Andreas
Aufsatz in Buch
Book Article
2019 Praxishandbuch Lebensversicherungsmathematik
Korn, Ralf; Wagner, Andreas
Buch
Book
2019 Machine Learning on EPEX Order Books: Insights and Forecasts
Schnürch, Simon; Wagner, Andreas
Paper
2019 Pricing German Energiewende products: Intraday cap/floor futures
Hinderks, Wieger; Wagner, Andreas
Zeitschriftenaufsatz
Journal Article
2018 Chance-risk classification of pension products: Scientific concepts and challenges
Korn, Ralf; Wagner, Andreas
Konferenzbeitrag
Conference Paper
2014 Residual demand modeling and application to electricity pricing
Wagner, A.
Zeitschriftenaufsatz
Journal Article
2013 Modellkalibrierung - ein oft unterschätzter Faktor für die Modellgüte
Krohmer, A.; Utz, S.; Wagner, A.
Zeitschriftenaufsatz
Journal Article
2013 Structural electricity price models and volatile renewable infeed
Wagner, A.
Dissertation
Doctoral Thesis
2012 Handelsstrategien am deutschen Minutenreservemarkt
Wagner, Andreas; Oktoviany, Prilly
Zeitschriftenaufsatz
Journal Article
2012 Residual demand modeling and application to electricity pricing
Wagner, A.
Bericht
Report
2009 Quanto option pricing in the parsimonious Heston model
Dimitroff, G.; Szimayer, A.; Wagner, A.
Bericht
Report
Diese Liste ist ein Auszug aus der Publikationsplattform Fraunhofer-Publica

This list has been generated from the publication platform Fraunhofer-Publica