Elektrotechniek, Wiskunde en Informatica
Papers
- Groeneboom, P. and Jongbloed,
G. and Michael, S. Consistency of
maximum likelihood estimators in a large class of deconvolution
models. To appear in Canadian
Journal of Statistics.
- Groeneboom, P. and Jongbloed,
G. Testing
monotonicity of a hazard: asymptotic distribution theory. To appear in Bernoulli.
- Groeneboom, P. and Jongbloed, G. Smooth
and non-smooth estimates of a monotone hazard. To appear in IMS
Monograph Series, Festschrift for Jon A. Wellner.
- McGarrity, K.S., Sietsma,
J. and Jongbloed, G. Characterisation and Quantification of
Microstructural Banding in Dual Phase Steels Part II: A case study
extending to 3D. Materials Science and Technology 28, p. 903-910.
- McGarrity, K.S., Sietsma,
J. and Jongbloed, G. Characterisation
and Quantification of Microstructural Banding in Dual Phase Steels Part I:
A general 2D study. Materials Science and Technology 28, p. 895-902.
- Groeneboom, P. and
Jongbloed, G. (2012). Isotonic
L2-projection test for local monotonicity of a hazard. Journal of Statistical Planning and
Inference 142, p.1644-1658.
- Groeneboom, P., Jongbloed, G. and
Witte, B.I. (2012). Smooth
plug-in inverse estimators in the current status continuous mark model. Scandinavian
Journal of Statistics 39, p. 15-33.
- Groeneboom, P., Jongbloed, G. and
Witte, B.I. (2012). A
maximum smoothed likelihood estimator in the current status continuous
mark model. Journal of
Nonparametric Statistics 24, p. 85-101.
- Burzala-Kowalczyk, L.M. and
Jongbloed, G. (2011). Allometric scaling analysis of LD50 data. Risk
Analysis 31, p.523-532.
- Groeneboom,
P., Jongbloed, G. and Witte, B.I. (2010). Maximum smoothed likelihood estimation and
smoothed maximum likelihood estimation in the current status model. The
Annals of Statistics 38, p. 353-387.
- Tijskens, L.M.M., Jongbloed, G. and
Kessler, M. (2010). Stochastic
analysis of destructively measured data. Acta Horticulturae 858, p.489-494.
- Groeneboom, P. and
Jongbloed, G. (2010). Generalized continuous isotonic regression. Statistics and
Probability Letters 80, p. 248-253.
- Schuengel, C., Sterkenburg, P.S., Jeczynski, P.
Janssen, C.G.C. and Jongbloed, G. (2009). Supporting affect
regulation in children with multiple disabilities during psychotherapy:
multiple case design study of therapeutic attachment. Journal of
Consulting and Clinical Psychology 77, p. 291-301.
- Jongbloed,
G. and Van der Meulen, F.H. (2009). Estimating a concave distribution function from data corrupted with
additive noise. The Annals of Statistics 37, p. 782-815.
- Jongbloed, G. (2009).
Consistent likelihood-based estimation of a star-shaped distribution. Metrika 69, p. 265-282.
- Donauer,
S., Groeneboom, P. and Jongbloed, G. (2009). Global rate results for the MLE in a class
of deconvolution models. Statistics and
Probability Letters 79, p. 519-524.
- Groeneboom,
P., Jongbloed, G. and Wellner, J.A. (2008). The support reduction algorithm for
computing nonparametric function estimates in mixture models. Scandinavian
Journal of Statistics 35, p.385-399.
- Aarts,
L.P., Groeneboom, P. and Jongbloed, G. (2007). Estimating the upper support point in deconvolution. Scandinavian Journal of Statistics
34, p. 552-568.
- Dümbgen, L., Freitag-Wolf, S. and
Jongbloed, G. (2006). Estimating a unimodal distribution
function from interval censored data. Journal of the American
Statistical Association 101,
p.1094-1106.
- Jongbloed,
G. and Van der Meulen, F.H. (2006). Parametric estimation for subordinators and induced
OU-processes. Scandinavian Journal of Statistics 33,
p. 825-847.
- Jongbloed,
G., Van der Meulen, F.H. and Van der Vaart, A.W. (2005). Nonparametric inference for Lévy-driven Ornstein-Uhlenbeck
processes. Bernoulli 11, p.759-791.
- Dümbgen, L., Freitag, S. and
Jongbloed, G. (2004). Consistency of concave regression with an application to current
status data. Mathematical Methods of Statistics 13, p.69-81.
- Schouten,
R.E., Van Kooten, O., Tijskens, L.M.M. and Jongbloed, G. (2004). Batch variability and cultivar
keeping quality of cucumber. Postharvest Biology and Technology 32,
p.299-310.
- Jongbloed,
G. and Verbaken, A.M.H. (2004). Modelling the process of incoming problem reports
on released software products. Applied Stochastic Models in Business
and Industry 20, p.131-142.
- Mesina,
C.T., Boellaard, R., Van den Heuvel, O.A., Veldman, D.J., Jongbloed, G.,
Van der Vaart, A.W. and Lammertsma, A.A. (2003). Effects of attenuation correction and
reconstruction method on PET activation studies. NeuroImage,
20, p.898-908.
- Schouten,
R.E., Tijskens, L.M.M., Kooten, O. van, Jongbloed, G. (2003). Relation between cultivar and keeping
quality for batches of cucumbers. Acta
Horticulturae 599 , p.451-459.
- Mesina,
C.T., Boellaard, R., Jongbloed, G., Van der Vaart, A.W. and Lammertsma,
A.A. (2003). Experimental evaluation of iterative reconstruction versus
filtered back projection for 3D [ 15O]water PET activation
studies using statistical parametric mapping analysis. NeuroImage
19, p.1170-1179.
- Groeneboom,
P. and Jongbloed, G. (2003). Density estimation in the uniform deconvolution
model. Statistica Neerlandica,
57 , p.136-157.
- Groeneboom,
P., Jongbloed, G. and Wellner, J.A. (2001). A canonical process for estimation of
convex functions: the "invelope" of
integrated Brownian motion + t4. The Annals of
Statistics , 29, p.1620-1652.
- Groeneboom,
P., Jongbloed, G. and Wellner, J.A. (2001). Estimation of a convex function:
characterizations and asymptotic theory. The Annals of
Statistics, 29, p.1653-1698.
- Jongbloed,
G. and Koole, G.M. (2001). Managing
uncertainty in call centers using Poisson mixtures. Applied Stochastic
Models in Business and Industry 17, p. 307-318.
- Jongbloed, G. (2001). Sieved
maximum likelihood estimation in Wicksell's
problem and related deconvolution problems. Scandinavian
Journal of Statistics, 28, p. 161-183.
- Jongbloed, G. (2000). Minimax lower bounds and moduli of continuity. Statistics
and Probability Letters, 50, p. 279-284.
- Groeneboom,
P., Jongbloed, G. and Wellner, J.A. (1999). Integrated Brownian motion, conditioned to
be positive. The Annals of Probability 27, p.
1283-1303.
- Jongbloed, G. (1998). The iterative
convex minorant algorithm for nonparametric
estimation. Journal of Computational and Graphical Statistics 7,
p. 310-321.
- Es,
A.J. van, Jongbloed, G. and Zuijlen, M.C.A. van (1998). Isotonic inverse estimators for
nonparametric deconvolution. The Annals of
Statistics 26, p. 2395-2406.
- Jongbloed, G. (1998).
Exponential deconvolution: two asymptotically
equivalent estimators. Statistica Neerlandica 52, p. 6-17.
- Groeneboom,
P. and Jongbloed, G. (1995). Isotonic estimation and rates of convergence in Wicksell's
problem. The Annals of Statistics 23, p. 1518-1542.
Books
- Mathematical Methods for Signal
and Image Analysis and Representation (2012). Series
Computational Imaging and Vision 41.
Springer. Edited jointly with Luc Florack,
Remco
Duits, Marie-Colette van Lieshout en Laurie Davies.
ISBN 978-1-4471-2352-1.
- Asymptotics: Particles, Processes and
Inverse Problems
(2007). IMS
Lecture Notes, Monograph Series 55. Edited jointly with Eric Cator,
Cor Kraaikamp, Rik
Lopuhaä and Jon Wellner.
ISBN 978-0-940600-71-3.
- Three statistical inverse
problems. Estimators, algorithms and asymptotics (1995). Ph.D. thesis Delft
University of Technology. ISBN 90-9008596-3
Other
- Geurproef niet meer in gebruik bij
strafzaken. (2011). STATOR, 12
(3-4), 38-42. With Frank van der Meulen.
- Is er sprake van slijtage? (2011). Machazine der W.I.S.V. Christiaan
Huygens, 16 (1), 38-39.
- Een kegelprojectie in de statistiek.
(2008). Machazine der W.I.S.V. Christiaan Huygens, 12 (4), 24-25.
- Statistiek
in vorm (2008). Intreerede TU Delft.
Book chapter
Applying
prior knowledge to model batch keeping-quality of cucumber batches. In Bayesian
statistics and quality modelling in the agro-food
production chain, M.A.J.S. van Boekel, A. Stein
and A.H.C. van Bruggen, eds. (2003), p.71-80.
With Rob Schouten, Pol Tijskens and Olaf van Kooten.
Submitted papers
- Dihalu, D.S., Van der Meulen,
F.H., Jongbloed, G. and Geelhoed,
B. An image based statistical method for the quantification of grouping
and segregation of particulate materials based on Ripleys K-function.
- Roth, M., Buishand,
T.A., Jongbloed, G., Klein Tank, H.M.G. and Van Zanten, J.H. A
regional peaks-over-threshold model in a nonstationary
climate
Current research projects
- Estimating a distribution
function from interval censored data under shape restrictions. With
Lutz Dümbgen (Bern).
- Nonparametric estimation in the
thick-slice Wicksell problem. With Andrey Feuerverger (Toronto)
and Stefanie Michael-Donauer (Hannover).
- Stochastic modelling
batch variation in horticultural products. With Pol Tijskens, Rob
Schouten, Olaf van Kooten (all WUR, Wageningen) and Heidi Tijms.
- Testing and reconstructing in
PET activation studies. With Catalina Mesina, Aad van der Vaart,
Ronald Boellaard and Adriaan Lammertsma (VU Amsterdam)
- Modeling, estimating and
predicting risk based on bioassay data. With Roger Cooke (TU Delft
and RFF) and Lidia Burzala-Kowalczyk (TU Delft).
- Discovering the third dimension in
metallic microstructures, using statistical and physical methods. With
Jilt Sietsma (TU Delft, Materials Science) and
Kimberly McGarrity (TU Delft, M2i-project, jointly with 3mE and Tata Steel).
- Analysis
of the behavior of extremes under non-stationary climate conditions. With
Martin Roth (EURANDOM, KNMI), Adri Buishand (KNMI), Albert Klein Tank (KNMI) and Harry
van Zanten (TU/e, EURANDOM). Kennis
voor Klimaat project.
(Former) co-workers
Lucie Aarts (Stanislascollege Westplantsoen, Delft), Ronald Boellaard
(VU Medical Center), Lidia Burzala-Kowalczyk (TU
Delft), Stefanie Michael-Donauer (Hannover), Lutz Dümbgen (Bern), Bert van Es (UvA), Andrey Feuerverger (Toronto), Sandra Freitag-Wolf
(Kiel), Piet Groeneboom (TU Delft and VU), Ger Koole (VU), Olaf van Kooten (Wageningen University), Adriaan Lammertsma (VU Medical Center), Kimberly McGarrity
(TU Delft), Catalina Mesina (Verbond voor Verzekeraars), Frank van der Meulen
(TU Delft), Pol Tijskens
(Wageningen University), Rob Schouten (Wageningen
University), Tonny Verbaken, Aad van der Vaart
(VU), Jon Wellner (University of
Washington, Seattle), Birgit Witte (VU Medical Center), Martien van Zuijlen (Radboud University, Nijmegen)
Book project
Nonparametric estimation under shape
constraints (Cambridge University Press, scheduled for
fall 2012). Jointly with
Piet Groeneboom (TU Delft and VU Amsterdam).
Non-scientific publication
Van stekje tot boom. Honderd jaar scholen met de Bijbel in Lunteren,
2003. Samen met A.G.J. Buesink ( meer informatie per e-mail
)
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