Pedro Delicado: Research activity.
Topics of interest:
- Nonparametric Statistics and Smoothing
Technicques
- Functional Data Analysis, Spatial Statistics for Functional Data.
- Principal
Curves
- Resampling Methods
Published papers
- Delicado, P., Giraldo, R., Comas, C. and Mateu, J. (2010) Statistics for spatial functional data. Environmetrics. (Accepted for publication). (Abstract)
doi: 10.1002/env.1003 (Firts
authors' version
http://hdl.handle.net/2117/2446.)
- Giraldo, R., Delicado, P. and Mateu, J. (2010) Continuous Time-Varying Kriging for Spatial
Prediction of Functional Data: An Environmental Application. Journal of Agricultural, Biological, and
Environmental Statistics (JABES). (Accepted for publication). doi:
10.1198/jabes.2009.08051
(First authors' veirsion http://hdl.handle.net/2117/2167.)
- Boj, E., Delicado, P. and Fortiana, J. (2010) Distance-based local linear regression for
functional predictors. Computational Statistics and
Data
Analysis, 54 (2) 429-437. (Abstract) doi:10.1016/j.csda.2009.09.010
(Firts authors' version PDF
file).
- González, J. R., Peña, E. and Delicado, P. (2010) Confidence intervals for median survival
time with recurrent event data. Computational
Statistics and
Data
Analysis, 54 (1)
78-89. (Abstract) doi:
10.1016/j.csda.2009.07.012
- Almansa, J. and Delicado, P (2009) Analysing musical performance through
functional data analysis: rhythmic structure in Schumann’s
Träumerei. Connection
Science. Volume 21,
Issue
2 &
3, pages 207
- 225. (Authors' version PDF flie)
- Delicado, P. and Smrekar, M. (2009) Measuring non-linear dependence for two
random variables distributed along a curve. Statistics and Computing, 19 (3), 255-269. doi:
10.1007/s11222-008-9090-y
(First authors' version: PDF
file).
- Delicado, P. and Goria, M. (2008) A small sample comparison of maximum
likelihood, moments and L-moments methods for the asymmetric
exponential power distribution. Computational Statistics and
Data
Analysis, 52 (3) 1661-1673.
doi:
10.1016/j.csda.2007.05.021.
(First authors' version: PDF
file).
- Cedano, J., Huerta, M., Estrada,
I., Ballllosera, F., Conchillo, O., Delicado, P. and Querol, E. (2007) A web server for automatic analysis and
extraction of relevant biological knowledge. Computers in Biology and Medicine, 37 (11) 1672-1675 (Abstract,
PDF)
- Delicado, P. (2007) Functional k
-sample problem when data are density functions. Computational
Statistics, 22
(3) 391-410. (Abstract,
PDF)
- Delicado, P. (2006) Local
likelihood density estimation based on smooth truncation. Biometrika, 93 (2) 472–480. (Abstract,
PDF)
(Working paper previous
extended version)
- Udina, F. and Delicado, P. (2005) Estimating parliamentary
composition
through electoral polls. Journal
of the Royal Statistical Society: Series A (Statistics in Society),
168, 387-399. (PDF
file ).
- Delicado, P. and Romo, J. (2004) Random coefficient
regressions: Parametric
goodness-of-fit. Journal of Statistical Planning and Inference,
119 (2), 377-400.
- Delicado, P. and del Río, M. (2003) A
Generalization
of
Histogram Type Estimators. Journal of Nonparametric Statistics,
15 (1), 113-135.
(Working paper previous version: Economics
Working Paper 422, UPF.)
- Delicado, P. and Huerta, M. (2003) Principal Curves of
Oriented Points:
Theoretical and computational improvements. Computational
Statistics, 18
(2) 293-315.
(Extended version: Document
de recerca EIO (UPC) DR 2002/06.)
- Castro, F., Delicado, P. and da Rocha, J.M. (2002)
Desperately
seeking theta's: Estimating the distribution of consumers under
increasing
block rates. Journal of Regulatory Economics, 22 (1), pp.
29-58.
(Working paper version: Economics
Working Paper 250, UPF.)
- Delicado, P. and Placencia, I. (2001) Comparing
empirical
distributions
of p-values from simulations. Communications in
Statistics.
Simulation and Computation, 30 (2), pp. 403-422.
(Working paper version: Economics
Working Paper 210, UPF. )
- Delicado, P.(2001) Another look at principal curves and
surfaces. Journal of Multivariate Analysis, 77, 84-116.
(PDF file ). (Extended
working paper version: Economics
Working Paper 309, UPF. )
- Arana, E., Delicado, P. and Martí-Bonmatí, L.
(1999)
Validation
Procedures in Radiological Diagnostic Models. Neural Network and
Logistic
Regression. Investigative Radiology, 34, 636-642.
(Working paper version: Economics
Working Paper 414, UPF.)
- Delicado, P. and Romo, J. (1999) Goodness of fit test in
random coefficient
regression models. Annals of the Institute of Statistical
Mathematics, 51,
125-148.
- Delicado, P. and Justel, A. (1999) Forecasting with
missing
data: Application
to coastal wave heights. Journal of Forecasting, 18,
285-298.
(Working paper version: Economics
Working Paper 213, UPF.)
- Delicado, P. and del Río, M. (1997) Weighted
nonparametric regression. Communications in Statistics. Theory
nd methods, 26(12),
2983-2998.
(Working paper version: Economics
Working Paper 164, UPF.)
- Delicado, P. and del Río, M. (1994) Bootstrapping
the
general
linear hypothesis tests. Computational Statistics and Data
Analysis, 18, 305-316.
Published papers (in Spanish)
- Delicado,
P. y Udina, F. (2001) ¿Cómo y
cuánto
fallan los sondeos electorales? Revista Española de
Investigaciones
Sociológicas. 96, pp. 123-150. (PDF file) (Working paper
version: Documento
de trabajo EIO (UPC) DR 2001/02)
Papers in Conferences Proceedings with refereing
process.
- Delicado, P. and Smrekar, M. (2007) Mixture of nonlinear models: A Bayesian fit
for principal curves. In Proceedings
of the International Joint
Conference on Neural Networks, Pp. 195-200. Orlando, Florida,
USA. ISBN: 978-1-4244-1380-5. DOI: 10.1109/IJCNN.2007.4370954.
(
Abstract , PDF
file).
Chapters in books:
- Aluja, T. y Delicado, P.F. (2004) Modelización Estadística
Paramétrica. En Introducción
a la Minería de Datos, Hernández-Orallo,
J., Ramírez-Quintana, M.José y Ferri, Cèsar,
editores. Pp. 166-212. Prentice Hall / Addison-Wesley (Madrid).
- Delicado, P.F. y Aluja, T. (2004) Modelización Estadística No
Paramétrica. En Introducción
a la Minería de Datos, Hernández-Orallo,
J., Ramírez-Quintana, M.José y Ferri, Cèsar,
editores.Pp. 213-236. Prentice Hall / Addison-Wesley (Madrid).
- Delicado, P. (1999) New statistical methods for
archaeological
research. In New
Techniques for Old Times. Computer Applications in Archaeology,
J. A. Barceló, editor. British Archaeological Reports
International
Series. ArchaeoPress, Oxford.
- Mercader Prats, M. i Delicado, P. (1999) La dimensió
econòmica
de la pobresa a catalunya, 1973-1990. En Les desigualtats
socials
a Catalunya, Col·lecció Polítiques, 24,
Editorial Mediterrània.
Working Papers (submitted for evaluation):
- Giraldo, R., Delicado, P. and Mateu, J. (2007) Geostatistics for functional data: An
ordinary kriging approach. E-prints
UPC.
http://hdl.handle.net/2117/1099
- Giraldo, R., Delicado, P. and Mateu, J. (2009) From Multivariable to Functional
Geostatistics: Spatial Prediction of Temperature Curves. (Preprint).
Other working papers:
- Aluja, T. and Delicado, P. (2003) Principal Curves for correcting
the
horseshoe effect in Correspondence Analysis. (Postscript
version).
- Delicado, P. and Romo, J. (1998) Constant coefficient tests
for
random
coefficient regression. Economics
Working Paper 329, UPF.
- Delicado, P (1994) Using bootstrap to derive a prior
distribution. Universidad Carlos
III, Working Paper 94-07(05).
- Delicado, P (1992) Noparam:
Estimacion funcional no parametrica. Un
acercamiento
del software
CURVDAT al usuario. Universidad
Carlos III, Working Paper 92-06, (In Spanish).
Electronic Address:
pedro dot delicado at upc dot edu
Comments are welcome. Thanks.