Onderzoeksoutput per jaar
Organisatieprofiel
Introductie / missie
The Statistics group develops and compares data-analytical methods for analyzing and sampling complex structured correlated data sets. It includes parameter estimation, model fitting, latent variable models, mixed models, missing data, statistical process control, survival & reliability theory, time series analysis, and statistical learning methods.
One of the central themes is the analysis of high-dimensional temporal data sets and other large data sets. The group actively explores new research lines in Data Science and maintains many strong ties with industry, including biopharmaceutical companies, chemical industry, medical centers and international research institutes.
Highlighted phrase
The Statistics group develops and compares data-analytical methods for analyzing and sampling complex structured correlated data sets.
Over de organisatie
Success stories
Framingham Heart Study A long-term longitudinal data set on more than 5000 participants (started at 1948) has been brought to the TU/e to collaborate with Boston University on new statistical methods.
Strong collaboration with the Academic partners of Maelstrom Research a leading international institute on harmonization of data from multiple cohort studies.
Industrial collaboration with pharmaceutical industry on validation and implementation of rapid microbiological methods to test medicinal products and processes.
Continuous Personal Health as part of the Philips flagship Data Science , is currently developing new methods for monitoring heart characteristics and sleep.
We are leading a Big Data & Reliability Platform together with industrial partners.
Netwerk
Recente externe samenwerking op landenniveau. Duik in de details door op de stippen te klikken.
Profielen
Paulo Serra
- Faculteit Wiskunde & Informatica, Stochastics W&I - Universitair Docent
- Faculteit Wiskunde & Informatica, Statistics
Persoon: UD : Universitair Docent
Alessandro Di Bucchianico
- Faculteit Wiskunde & Informatica, Stochastics - Universitair Hoofddocent
- Faculteit Wiskunde & Informatica, Stochastics W&I - Universitair Hoofddocent
- Faculteit Wiskunde & Informatica, Statistics
Persoon: UHD : Universitair Hoofddocent
Rui M. Castro
- Faculteit Wiskunde & Informatica, Stochastics W&I - Universitair Docent
- Faculteit Wiskunde & Informatica, Statistics
Persoon: UD : Universitair Docent
Onderzoeksoutput 2014 2019
Additional filtering of blood from a cell salvage device is not likely to show important additional benefits in outcome in cardiac surgery
de Vries, A. J., Vermeijden, W. J., van Pelt, L. J., van den Heuvel, E. R. & van Oeveren, W., mrt 2019, In : Transfusion. 59, 3, blz. 989-994Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Thoracic Surgery
Blood Cells
Equipment and Supplies
Confidence Intervals
Blood Transfusion
Are there needles in a moving haystack? adaptive sensing for detection of dynamically evolving signals
Castro, R. M. & Tánczos, E., 1 mei 2019, In : Bernoulli. 25, 2, blz. 977-1012 36 blz.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Sensing
Paradigm
Zero vector
n-dimensional
Zero
Association of variability in body mass index and metabolic health with cardiometabolic disease risk
Sponholtz, T. R., van den Heuvel, E. R., Xanthakis, V. & Vasan, R. S., 1 jan 2019, In : Journal of the American Heart Association. 8, 7, 30 blz., e010793Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open Access
Bestand
Body Mass Index
Obesity
Health
Cardiovascular Diseases
Health Status
Activiteiten 2016 2016
Data Driven Operations Management
Alessandro Di Bucchianico (Deelnemer)24 okt 2016 → 26 okt 2016
Activiteit: Types deelname aan of organisatie van een evenement › Workshop, seminar, cursus of expositie › Wetenschappelijk
Computational Sciences for Future Energy 2016
Alessandro Di Bucchianico (Deelnemer)11 okt 2016
Activiteit: Types deelname aan of organisatie van een evenement › Congres › Wetenschappelijk
ENBIS-16
Alessandro Di Bucchianico (Spreker)11 sep 2016 → 14 sep 2016
Activiteit: Types gesprekken of presentaties › Aangemelde presentatie › Wetenschappelijk
Scripties/masterproeven
Detecting abnormal behavior in lithography machines
Auteur: Dassen, B., 29 apr 2019Begeleider: Di Bucchianico, A. (Afstudeerdocent 1), Troisi, L. (Externe persoon) (Externe coach) & Schepens, S. (Externe persoon) (Externe coach)
Scriptie/masterproef: Master
Bestand
Estimation of the global maximiser of noisy functions
Auteur: Omar, F. M., 17 mei 2019Begeleider: De Andrade Serra, P. (Afstudeerdocent 1)
Scriptie/masterproef: Bachelor
Bestand
Model selection for prediction in generalized linear mixed model
Auteur: Wu, Q., 31 aug 2018Begeleider: van den Heuvel, E. (Afstudeerdocent 1), Pechenizkiy, M. (Afstudeerdocent 2) & Zhan, Z. (Afstudeerdocent 2)
Scriptie/masterproef: Master
Bestand