Projekter pr. år
Organisationsprofil
Organisationsprofil
The ability to extract information from data is fundamental in science, engineering and economy. This makes statistics and more generally data science indispensable. This is not least due to current enormous amounts of data where quantity of data can easily be confused with amount of information.
The section of statistics and mathematical economics is at the forefront of methodological research in computational statistics, graphical models, econometrics, forensic genetics and spatial statistics.
The section moreover possesses expertise in a wide range of statistical and data scientific disciplines such as biostatistics, time series analysis, and survival analysis as well as risk management. The group collaborates with external partners in numerous cross disciplinary research projects.
The basic philosophy of the group is that data and scientific questions are the key motivation for research in statistical theory and methodology. Thus most of the research of the group is founded in real world problems. To establish solid theoretical foundations for proposed solutions the group performs sophisticated basic research in mathematics and in particular probability theory.
The following are core research areas for the statistics and mathematical economics group:
- Data science, applied statistics and computational statistics
- Econometrics
- Forensic statistics
- Spatial statistics
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Samarbejde i de sidste fem år
Profiler
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Data Analytics in Smart Distribution Grids
Jensen, C. D. (PI (principal investigator)), Olsen, R. L. (Supervisor) & Rasmussen, J. G. (PI (principal investigator))
02/10/2024 → 01/09/2028
Projekter: Projekt › Ph.d.-projekt
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Climate Econometrics
Vera-Valdés, J. E. (Supervisor) & Kvist, O. M. T. (Kontaktperson)
01/09/2022 → 31/08/2026
Projekter: Projekt › Ph.d.-projekt
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CROSBAT: SMART BATTERY
Teodorescu, R. (PI (principal investigator)), Stroe, D.-I. (CoPI), Che, Y. (Projektdeltager), Zheng, Y. (Projektdeltager), Kulkarni, A. (Projektdeltager), Sui, X. (Projektdeltager), Vilsen, S. B. (Projektdeltager), Bharadwaj, P. (Projektdeltager), Weinreich, N. A. (Projektdeltager), Christensen, M. D. (Projektkoordinator) & Steffensen, B. (Projektkoordinator)
01/09/2021 → 31/08/2027
Projekter: Projekt › Forskning
Publikationer
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Detecting and Defending Against Adversarial Attacks on Automatic Speech Recognition via Diffusion Models
Kühne, N. L., Kitchen, A., Jensen, M., Brøndt, M., Gonzalez, M., Biscio, C. & Tan, Z.-H., 2025, (Accepteret/In press) 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 5 s.Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review
Åben adgangFil -
Relevant propositions for Y chromosome interpretation
Bright, J.-A., Andersen, M. M., Taylor, D., Kelly, H., Kruijver, M. & Buckleton, J., jan. 2025, I: Journal of Forensic Sciences. 70, 1, s. 271-275 5 s.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review
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Robust Remaining Useful Lifetime Prediction for Lithium-ion Batteries with Dual Gaussian Process Regression-based Ensemble Strategies on Limited Sample Data
Li, X., Yu, D., Vilsen, S. B., Subramanian, V. R. & Stroe, D.-I., 2025, (E-pub ahead of print) I: IEEE Transactions on Transportation Electrification.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review
Forskningsdatasæt
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Lithium-ion battery degradation dataset based on a realistic forklift operation profile
Vilsen, S. B. (Ophavsperson) & Stroe, D.-I. (Ophavsperson), Mendeley Data, 29 aug. 2023
Datasæt
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Severity and 90-day survival of SARS-CoV-2 infection among patients with haematological disorders
Glenthøj, A. (Ophavsperson), Jakobsen, L. H. (Ophavsperson), Bjørn, M. E. (Ophavsperson), Poulsen, C. B. (Ophavsperson), Sengeløv, H. (Ophavsperson), Severinsen, M. T. (Ophavsperson), Qvist, K. (Ophavsperson), Overgaard, U. M. (Ophavsperson), Ahmad, S. A. (Ophavsperson), Rewes, A. (Ophavsperson), Mølle, I. (Ophavsperson), Strandholdt, C. N. (Ophavsperson), Kodahl, A. R. (Ophavsperson), Ryg, J. (Ophavsperson), Brieghel, C. (Ophavsperson), Johansen, I. S. (Ophavsperson), Kannik, K. (Ophavsperson), Jensen-Fangel, S. (Ophavsperson), Wiese, L. (Ophavsperson), Kirk, O. (Ophavsperson), Clausen, M. R. (Ophavsperson), Helleberg, M. (Ophavsperson) & Frederiksen, H. (Ophavsperson), Taylor & Francis, 2022
DOI: 10.6084/m9.figshare.18585389.v1, https://tandf.figshare.com/articles/journal_contribution/Severity_and_90-day_survival_of_SARS-CoV-2_infection_among_patients_with_haematological_disorders/18585389/1
Datasæt
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MCMC computations for Bayesian mixture models using repulsive point processes
Beraha, M. (Ophavsperson), Argiento, R. (Ophavsperson), Møller, J. (Ophavsperson) & Guglielmi, A. (Ophavsperson), Taylor & Francis, 9 nov. 2021
DOI: 10.6084/m9.figshare.16967325.v1, https://tandf.figshare.com/articles/dataset/MCMC_computations_for_Bayesian_mixture_models_using_repulsive_point_processes/16967325/1
Datasæt: Supplerende materiale
Priser
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Best Poster Award
Guo, W. (Modtager), Sun, Z. (Modtager), Li, Y. (Modtager), Jin, S. (Modtager), Vilsen, S. B. (Modtager) & Stroe, D.-I. (Modtager), maj 2024
Pris: Konferencepriser
Aktiviteter
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Earth Day 2024 Communicating Climate Change Research
Vera-Valdés, J. E. (Andet), Kvist, O. (Andet), Biscio, C. (Andet) & Bokor Bleile, Y. (Andet)
22 apr. 2024Aktivitet: Andet
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The effect of the Paris Agreement and the COVID-19 pandemic on the volatility persistence of brown and green stocks
Vera-Valdés, J. E. (Foredragsholder)
24 aug. 2023 → 25 aug. 2023Aktivitet: Foredrag og mundtlige bidrag › Konferenceoplæg
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Computer algebra systems in R
Højsgaard, S. (Foredragsholder) & Andersen, M. M. (Andet)
24 aug. 2023Aktivitet: Foredrag og mundtlige bidrag › Konferenceoplæg
Fil
Presse/medier
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Lad os få et DNA-register over de mandlige kønskromosomer
16/08/2024
1 element af Mediedækning
Presse/medie