Scientific Publications

Journal articles

E. M. Molanes, R. Cao. Bootstrap bandwidth selectors for two kernel-type relative density estimators, preprint.
E. Strzalkowska-Kominiak, R.Cao. Estimating parameters in the single-index model under censoring: a comparative study, preprint.
Daniel Barreiro-Ures, Ricardo Cao, Mario Francisco-Fernández. Bagging cross-validated bandwidth selection in nonparametric regression estimation with applications to large-sized samples (paper and supplementary materials), preprint.
Jorge C-Rella, Ricardo Cao, Juan M. Vilar. Fraud detection in a two-dimensional decision region under a cost sensitive approach, preprint.
Laura Borrajo, Ricardo Cao. Bias testing for big data analytics, preprint.
Laura Borrajo, Ricardo Cao. Nonparametric Inference for Big-But-Biased Data Using Twice Biased Auxiliary Information, preprint.
Déborah Otero, Ricardo Cao, Vicente Blasco, Álvaro J. Brage, Javier Tarrío-Saavedra, Salvador Naya . Statistical modelling for panel block assembly in shipbuilding, preprint.
Beatriz Piñeiro-Lamas, Ana López-Cheda, Ricardo Cao. Maximum likelihood estimation in single-index mixture cure models, preprint.
Blanca E. Monroy-Castillo, M. Amalia Jácome, Ricardo Cao.
Improved distance correlation estimation,
Applied Intelligence, accepted for publication.
Peláez, Rebeca; Cao, Ricardo; Vilar, Juan M.
Length-of-stay times in hospital for COVID-19 patients using the smoothed Beran’s estimator with bootstrap bandwidth selection,
REVSTAT: Statistical Journal, accepted for publication.
Jorge C-Rella, Gerda Claeskens, Ricardo Cao, Juan M. Vilar.
Instance-dependent cost-sensitive parametric learning,
Neurocomputing , 615 (2025) 18, 128875.
Jorge C-Rella, Ricardo Cao, Juan M. Vilar.
Cost-sensitive thresholding over a two-dimensional decision region for fraud detection,
Information Sciences, 657 (2024) 119956.
Rebeca Peláez, Ingrid Van Keilegom, Ricardo Cao, Juan Vilar.
Probability of default estimation in credit risk using mixture cure models,
Computational Statistics and Data Analysis, 189 (2024) 107853.
Beatriz Piñeiro-Lamas, Ana López-Cheda, Ricardo Cao, Laura Ramos-Alonso, Gabriel González-Barbeito, Cayetana Barbeito-Caamaño, Alberto Bouzas-Mosquera.
A cardiotoxicity dataset for breast cancer patients,
Scientific Data , 10 (2023) 527.
Inés Barbeito, Daniel Precioso, María José Sierra, Susana Vegas-Azcárate, Sonia Fernández Balbuena, Begoña Vitoriano, David Goméz-Ullate, Ricardo Cao, Susana Monge, Study Group for Non-Pharmaceutical Interventions in Spain (2022).
Effectiveness of non-pharmaceutical interventions in nine fields of activity to decrease SARS-CoV-2 transmission (Spain, September 2020 - May 2021),
Frontiers in Public Health, 11 (2023) 1061331.
Inés Barbeito, Ricardo Cao, Stefan Sperlich.
Bandwidth selection for statistical matching and prediction - Supplementary Material,
Test, 32 (2023) 418-446.
Inés Barbeito, Ricardo Cao, Stefan Sperlich.
Bandwidth selection for statistical matching and prediction,
Test, 32 (2023) 418-446.
Noelia Trigo-Tasende, Juan A. Vallejo, Soraya Rumbo-Feal, Kelly Conde-Pérez, Mohammed Nasser-Ali, Javier Tarrío-Saavedra, Inés Barbeito, Fernando Lamelo, Ricardo Cao, Susana Ladra, Germán Bou, Margarita Poza.
Building-ScaleWastewater-Based Epidemiology for SARS-CoV-2 Surveillance at Nursing Homes in A Coruña, Spain,
Environments, 10 (2023) 11, 189.
Ricardo Cao.
Comments on: Nonparametric estimation in mixture cure models with covariates,
Test, 32 (2023) 499–505.
J. A. Vallejo, N. Trigo, S. Rumbo-Feal, K. Conde-Pérez, Á. López-Oriona, I. Barbeito, M. Vaamonde, J. Tarrío-Saavedra, R. Reif, S. Ladra, B. K. Rodiño-Janeiro, M. Nasser, Á. Cid, M. Veiga, A. Acevedo, C. Lamora, G. Bou, Ricardo Cao, Margarita Poza .
Modeling the number of people infected with SARS-COV-2 from wastewater viral load in Northwest Spain,
Science of the Total Environment, 811 (2022) 152334.
Maria Pedrosa-Laza, Ana Lopez-Cheda, Ricardo Cao.
Cure models to estimate time until hospitalization due to COVID-19,
Applied Intelligence, 52 (2022) 794–807 .
Rebeca Peláez Suárez, Ricardo Cao Abad, Juan M. Vilar Fernández.
Nonparametric estimation of the conditional survival function with double smoothing,
Journal of Nonparametric Statistics, 34 (2022) 4, 1063-1090.
Rebeca Peláez, Ricardo Cao, Juan M. Vilar.
Bootstrap bandwidth selection and confidence regions for double smoothed default probability estimation,
Mathematics, 10 (2022) 9, 1523.
Ricardo Cao, José E. Chacón.
Introduction to the special issue on Data Science for COVID-19,
Journal of Nonparametric Statistics, 34 (2022) 3, 555-569.
Ana López-Cheda, María-Amalia Jácome, Ricardo Cao, Pablo M. De Salazar.
Estimating lengths-of-stay of hospitalized COVID-19 patients using a non-parametric model: a case study in Galicia (Spain),
Epidemiology and Infection, 149 (2021) 102, 1-8.
Laura Borrajo, Ricardo Cao.
Nonparametric Estimation for Big-But-Biased Data,
Test (2021).
Rebeca Peláez Suárez, Ricardo Cao Abad, Juan M. Vilar Fernández.
Probability of default estimation in credit risk using a nonparametric approach,
Test, 30 (2021) 383–405.
Rebeca Peláez Suárez, Ricardo Cao Abad, Juan M. Vilar Fernández.
Nonparametric estimation of the probability of default with double smoothing,
SORT-Statistics and Operations Research Transactions, 45 (2021) 2, 93-120.
Ana López-Cheda, M. Amalia Jácome, Ingrid Van Keilegom, Ricardo Cao.
Nonparametric covariate hypothesis tests for the cure rate in mixture cure models,
Statistics in Medicine, 39 (2020) 17, 2291-2307.
Inés Barbeito, Ricardo Cao.
Nonparametric curve estimation and bootstrap bandwidth selection,
WIREs Computational Statistics , 12 (2020) 3, e1488.
Laura Borrajo, Ricardo Cao.
Big-But-Biased Data Analytics for Air Quality,
Electronics, 9 (2020) 9, 1551.
Aneiros, G., Cao, R., Vieu, P .
Editorial on the Special Issue on Functional Data Analysis and Related Topics,
Computational Statistics, 34 (2019) 2, 447-450.
Beatriz Remeseiro, Javier Tarrío Saavedra, Mario Francisco-Fernández , Manuel G. Penedo, Salvador Naya, Ricardo Cao.
Automatic detection of defective crankshafts by image analysis and supervised classification,
The International Journal of Advanced Manufacturing Technology, 105 (2019) 9, 3761-3777.
Daniel Barreiro-Ures, Mario Francisco-Fernández, Ricardo Cao, Basilio B. Fraguela, Ramón Doallo, Miguel Reyes.
Analysis of interval-grouped data in weed science: The 2 binnednp Rcpp package,
Ecology and Evolution, 9 (2019) 10903-10915.
Germán Aneiros, Ricardo Cao, Ricardo Fraiman, Christian Genest, Philippe Vieu.
Recent advances in functional data analysis and high-dimensional statistics,
Journal of Multivariate Analysis, 170 (2019) 3-9.
Germán Aneiros, Ricardo Cao, Ricardo Fraiman, Philippe Vieu.
Editorial for the Special Issue on Functional Data Analysis and Related Topics,
Journal of Multivariate Analysis, 170 (2019) 1-2.
Ines Barbeito, Ricardo Cao, Dimitris Politis.
Bootstrap confidence intervals for conditional density function in Markov processes,
Communications in Statistics / Simulation and Computation (2019).
Miguel Reyes, Mario Francisco-Fernández, Ricardo Cao, Daniel Barreiro-Ures.
Kernel distribution estimation for grouped data,
SORT-Statistics and Operations Research Transactions, 43 (2019) 2, 259-288.
Ricardo Cao.
Comments on: Data science, big data and statistics,
Test, 28 (2019) 3, 289-329.
Ines Barbeito, Ricardo Cao.
Smoothed bootstrap bandwidth selection for nonparametric hazard rate estimation,
Journal of Statistical Computation and Simulation, 89 (2018) 1, 15-37.
Nieves R. Brisaboa, Ricardo Cao, José R. Paramá and Fernando Silva-Coira.
Scalable processing and autocovariance computation of big functional data,
Software: Practice and Experience, 48 (2018) 1, 123-140.
A. López-Cheda, Maria Amalia Jácome, Ricardo Cao.
Nonparametric latency estimation for mixture cure models,
Test, 26 (2017) 2, 353-376.
A. López-Cheda, R. Cao, M.A. Jácome, I. Van Keilegom.
Nonparametric incidence estimation and bootstrap bandwidth selection in mixture cure models,
Computational Statistics and Data Analysis, 105 (2017) 144-165.
Cao, R..
Ingenuas reflexiones de un estadístico en la era del Big Data,
Boletín de Estadística e Investigación Operativa, 33 (2017) 3, 295-321.
G. D. Berentsen, R. Cao, M. Francisco-Fernández, D. Tjøstheim.
Some properties of local Gaussian correlation and other nonlinear dependence measures,
Journal of Time Series Analysis, 38 (2017) 2, 352-380.
Inés Barbeito, Ricardo Cao.
A review and some new proposals for bandwidth selection in nonparametric density estimation for dependent data,
From Statistics to Mathematical Finance Festschrift in Honor of Winfried Stute. Springer (2017) 173-208.
Miguel Reyes, Mario Francisco-Fernández, Ricardo Cao.
Bandwidth selection in kernel density estimation for interval-grouped data,
Test, 26 (2017) 3, 527-545.
Inés Barbeito, Ricardo Cao.
Smoothed stationary bootstrap bandwidth selection for density estimation with dependent data,
Computational Statistics and Data Analysis, 104 (2016) 130-147.
J.L. Gonzalez-Andujar, M. Francisco-Fernandez, R. Cao, M. Reyes, J.M. Urbano, F. Forcella, F. Bastida.
A comparative study between non-linear regression and non-parametric approaches for modelling Phalaris paradoxa seedling emergence,
Weed Research, 56 (2016) 367-376.
M. Reyes, M. Francisco-Fernández, R. Cao.
Nonparametric kernel density estimation for general grouped data,
Journal of Nonparametric Statistics, 28 (2016) 2, 235-249.
Aldana M. Gonzalez-Montoro, Ricardo Cao, Nelson Espinosa, Javier Cudeiro, Jorge Mariño.
Bootstrap testing for cross-correlation under low firing activity,
Journal of Computational Neuroscience, 38 (2015) 3, 577-587.
A. M. González Montoro, R, Cao, N. Espinosa, J. Cudeiro, J. J. Mariño.
Functional two-way analysis of variance and bootstrap methods for neural synchrony analysis,
BMC Neuroscience (2014) 15:96.
A.M. González Montoro, R. Cao, C. Faes, G. Molenberghs, N. Espinosa, J. Mariño, J. Cudeiro..
Cross nearest spike interval based method to measure synchrony dynamics,
Mathematical Biosciences and Engineering, 11 (2014) 1, 27-48.
Ewa Strzalkowska-Kominiak, Ricardo Cao.
Beran-based approach for single-index models under censoring,
Computational Statistics, 29 (2014) 5, 1243-1261.
Tania Ortuno, Kenneth L Grieve, Ricardo Cao, Javier Cudeiro and Casto Rivadulla.
Bursting thalamic responses in awake monkey contribute to visual detection and are modulated by corticofugal feedback,
Frontiers in Behavioral Neuroscience, 8 (2014) 198, .
E. Strzalkowska-Kominiak, R.Cao.
Maximum likelihood estimation for conditional distribution single-index models under censoring,
Journal of Multivariate Analysis, 114 (2013) 74-96.
G. Aneiros, J.M. Vilar, R. Cao, A. Muñoz San Roque.
Functional prediction for the residual demand in electricity spot markets,
IEEE Transactions on Power Systems, 28 (2013) 4, 4201-4208.
G. Boente, R. Cao, W. González Manteiga, D. Rodriguez.
Testing in generalized partially linear models: A robust approach,
Statistics and Probability Letters, 83 (2013) 1, 203-212.
J. Carlos Millán-Calenti, A. Sánchez, L. Lorenzo-López, R. Cao, A. Maseda.
Influence of social support on older adults with cognitive impairment, depressive symptoms or both coexisting,
The International Journal of Aging and Human Development , 76 (2013) 3, 199-214.
R. Cao, J. A. Vilar, J. M. Vilar, A. K. López.
Sampling Error Estimation in Stratified Surveys,
Open Journal of Statistics, 3 (2013) 3, 200-212.
R. Cao, M. Francisco-Fernandez, A. Anand, F. Bastida, J. L. Gonzalez-Andujar.
Modeling Bromus diandrus seedling emergence using nonparametric estimation,
Journal of Agricultural, Biological, and Environmental Statistics (2013) 18, 64-68.
S. Naya, R. Cao, A. Jácome, I. López-de-Ullibarri, M. Oliveira and S. Muñoz.
An introduction to the estimation of the Reliability, Availability and Maintainability of a submarine using Monte Carlo simulation,
Developments in Maritime Transportation and Exploitation of Sea Resources (2013) 761-767.
S. Naya, R.Cao, M. Francisco-Fernández, J. Tarrío-Saavedra, H. Brage and C. Cancelo.
Estimating Water and Solid Impurities in Jet Fuel from ISO Codes,
Energy & Fuels, 27 (2013) 12, 7858–7867.
I. López-de-Ullibarri, P. Janssen, R. Cao.
Continuous covariate frailty models for censored and truncated clustered data,
Journal of Statistical Planning and Inference, 142 (2012) 7, 1864-1877.
J.M. Vilar, R. Cao, G. Aneiros.
Forecasting next-day electricity demand and price using nonparametric functional methods,
International Journal of Electrical Power and Energy Systems, 39 (2012) 48-55.
P. Arias, N. Espinosa, V. Robles-García, R. Cao, J. Cudeiro.
Antagonist muscle co-activation during straight walking and its relation to kinematics: Insight from young, elderly and Parkinson's disease,
Brain Research, 1455 (2012) 124-131.
R. Cao, J. A. Vilar, J. M. Vilar.
Generalized variance function estimation for binary variables in a large-scale sample survey,
Australian and New Zealand Journal of Statistics, 54 (2012) 3, 301-324.
G. Aneiros-Pérez, R. Cao, J. M. Vilar-Fernández.
Functional methods for time series prediction: a nonparametric approach,
Journal of Forecasting, 30 (2011) 3, 377-392.
M. C. Ausín, J. M. Vilar, R. Cao, C. González-Fragueiro.
Bayesian analysis of aggregate loss models,
Mathematical Finance, 21 (2011) 2, 257-279.
R. Cao, M. Francisco-Fernández, A. Anand, F. Bastida y J. L. González-Andújar.
Computing statistical indices for hydrothermal times using weed emergence data,
Journal of Agricultural Science (2011) 149, 701-712.
B. Teodorescu, I. Van Keilegom, R. Cao.
Generalized time-dependent conditional linear models under left truncation and right censoring,
Annals of the Institute of Statistical Mathematics, 62 (2010) 465-485.
E. M. Molanes-López, R. Cao, Ingrid Van Keilegom.
Smoothed empirical likelihood confidence intervals for the relative distribution with left truncated and right censored data,
Canadian Journal of Statistics / Revue canadienne de statistique, 38 (2010) 453-473.
M. García-Magariños, A. Antoniadis, R. Cao, W. Gonzalez-Manteiga.
Lasso Logistic Regression, GSoft and the Cyclic Coordinate Descent Algorithm. Application to Gene Expression Data,
Statistical applications in genetics and molecular biology, 9 (2010) 1, 30.
R. Cao, M. Francisco-Fernández, E. J. Quinto.
A random effect multiplicative heteroscedastic model for bacterial growth,
BMC Bioinformatics, 11 (2010) 77.
S. Naya, R. Cao, R. Artiaga, J. Tarrío, J. López.
Hypothesis Test on Parameters of Thermal Degradation Models of Materials,
World Journal of Engineering, 7 (2010) 128-130.
C. de Labra, C. Rivadulla, N. Espinosa, M. Dasilva, R. Cao y J. Cudeiro.
Different sources of nitric oxide mediate neurovascular coupling in the lateral geniculate nucleus of the cat,
Frontiers in Systems Neuroscience, 3 (2009) 9, .
J. M. Vilar, R. Cao, M. C. Ausín, C. González-Fragueiro.
Nonparametric analysis of aggregate loss models,
Journal of Applied Statistics, 36 (2009) 2, 149-166.
M. García-Magariños, I. López-de-Ullibarri, R. Cao, A. Salas.
Evaluating the Ability of Tree-Based Methods and Logistic Regression for the Detection of SNP-SNP Interaction,
Annals of Human Genetics, 73 (2009) 360-369.
R. Cao, A. de las Heras, A. Saavedra.
The uncertainties about the relationships risk - return - volatility in the Spanish stock market,
Computational Statistics, 24 (2009) 113-126.
R. Cao, J. M. Vilar, A. Devia.
Modelling consumer credit risk via survival analysis,
SORT-Statistics and Operations Research Transactions, 33 (2009) 3-30.
R. Cao, S. Naya.
Nonlinear regression checking via local polynomial smoothing with applications to thermogravimetric analysis,
Journal of Chemometrics, 23 (2009) 6, 275-282.
E.M. Molanes, R. Cao.
Relative density estimation for right censored and left truncated data,
Journal of Nonparametric Statistics, 20 (2008) 693-720.
E.M. Molanes, R. Cao.
Plug-in bandwidth selector for the kernel relative density estimator,
Annals of the Institute of Statistical Mathematics, 60 (2008) 273-300.
F. Barbadillo, A. Fuentes, S. Naya, R. Cao, J.L. Mier, R. Artiaga.
Study of the degradation of a polyesther-polyurethane by TGA and the logistic mixture model,
Materials Science Forum, 587 (2008) 525-528.
F. López-Granados, J. M. Peña-Barragán, M. Jurado-Expósito, M. Francisco-Fernández, R. Cao, A. Alonso-Betanzos, O. Fontenla-Romero.
Multispectral classification of grass weeds and wheat (Triticum durum) crop using linear and nonparametric functional discriminant analysis, and neural networks,
Weed Research, 48 (2008) 28-37.
I. López, R. Cao, C. Cadarso, M. J. Lado.
Nonparametric estimation of conditional ROC curves: application to discrimination tasks in computerized detection of early breast cancer,
Computational Statistics and Data Analysis, 52 (2008) 2623-2631.
M.A. Jácome, I. Gijbels, R. Cao.
Comparison of presmoothing methods in kernel density estimation under censoring,
Computational Statistics, 23 (2008) 381-406.
M.A. Jácome, R. Cao.
Strong representation of the presmoothed quantile function estimator for censored data,
Statistica Neerlandica, 62 (2008) 425-440.
M.A. Jácome, R. Cao .
Asymptotic-based bandwidth selection for the presmoothed density estimator with censored data,
Journal of Nonparametric Statistics, 20 (2008) 483-506.
R. Cao, W. González.
Goodness-of-fit tests for conditional models under censoring and truncation,
Journal of Econometrics, 143 (2008) 166-190.
C. Vilar, R. Cao, J. Vilar.
AG.LOSS una aplicación informática para la predicción en modelos de pérdida agregada,
Revista Gerencia de Riesgos y Seguros, 99 (2007) 23-41.
F. Barbadillo, A. Fuentes, S. Naya, R. Cao, J.L. Mier, R. Artiaga.
Evaluating the logistic mixture model on real and simulated TG curves,
Journal of Thermal Analysis and Calorimetry, 87 (2007) 1, 223-227.
M. A. Jácome, R. Cao.
Almost sure asymptotic representation for the presmoothed distribution and density estimators for censored data,
Statistics, 41 (2007) 517-534.
R. Artiaga, R. Cao, S. Naya.
Separation of overlapping processes from TGA data and verification by EGA,
TECHNIQUES IN THERMAL ANALYSIS: HYPHENATED TECHNIQUES, THERMAL ANALYSIS OF THE SURFACE, AND FAST RATE ANALYSIS (2007) 60-71.
R. Cao, I. López.
Product-type and presmoothed hazard rate estimators with censored data. Extended version,
Test, 16 (2007) 355-382.
R. Cao, J. M. Vilar.
Nonparametric forecasting in time series. A comparative study errors.,
Communications in Statistics / Simulation and Computation, 36 (2007) 311-334.
R. Cao.
Como loitar contra o nesgo,
Gamma, 6 (2006) 99-104.
R. Cao, I. van Keilegom.
Empirical likelihood tests for two-sample problems via nonparametric density estimation,
Canadian Journal of Statistics / Revue canadienne de statistique, 34 (2006) 61-77.
S. Naya, R. Cao, I. López de Ullibarri, R. Artiaga, F. Barbadillo, A. García.
Logistic mixture model vs arrhenius for kinetic study of degradation of materials by dynamic thermogravimetric analysis,
Journal of Chemometrics, 20 (2006) 158-163.
S. Naya, R. Cao, R. Artiaga, A. García.
New method for polymer classification by nonparametric regression with functional data,
Materials Science Forum, 216 (2006) 1452-1457.
R. Artiaga, R. Cao, S. Naya.
Polymer degradation from the thermal analysis point of view,
Materials for Space Applications, 851 (2005) 499-510.
R. Artiaga, R. Cao, S. Naya, B. González-Martín, J. L. Mier, A. García.
Separation of overlapping processes from TGA data and verification by EGA,
Journal of ASTM International, 2 (2005) 5, .
R. Artiaga, R. Cao, S. Naya, J. Trillo.
Nonparametric two-stage plug-in adaptive smoothing for thermal analysis,
Journal of Statistical Computation and Simulation, 75 (2005) 39-54.
R. Cao, G. Lugosi.
Goodness-of-fit based on the kernel density estimator,
Scandinavian Journal of Statistics. Theory and Applications, 32 (2005) 599-615.
R. Cao, I. López de Ullibarri, P. Janssen, N. Veraverbeke.
Presmoothed Kaplan-Meier and Nelson-Aalen estimators,
Journal of Nonparametric Statistics, 17 (2005) 31-56.
R. Cao, P. Janssen, N. Veraverbeke.
Relative hazard rate estimation for right censored and left truncated data,
Test, 14 (2005) 257-280.
R. Artiaga, R. Cao, S. Naya, A. García, A. Varela.
Nonparametric regression with functional data for polymer classification,
Polymer Degradation and Stability, 85 (2004) 667-674.
R. Cao, M. A. Jácome.
Presmoothed kernel density estimator for censored data,
Journal of Nonparametric Statistics, 16 (2004) 289-309.
R. Cao, S. Naya, R. Artiaga, A. García, A. Varela.
Logistic approach to polymer degradation in dynamic TGA,
Polymer Degradation and Stability, 85 (2004) 667-674.
R. Cao, J. Hart, A. Saavedra.
Nonparametric maximum likelihood estimators for AR and MA time series,
Journal of Statistical Computation and Simulation, 73 (2003) 347-360.
S. Naya, R. Cao, R. Artiaga.
Local polynomial estimation of TGA derivatives using logistic regression for pilot bandwidth selection,
Thermochimica Acta, 406 (2003) 177-183.
S. Naya, R. Cao, R. Artiaga, A. García, I. López de Ullibarri.
Suavizado automático de curvas procedentes de análisis térmico con errores autocorrelacionados,
Anales de Ingeniería Mecánica, 2 (2003) 1498-1501.
M. Brión, R. Cao, A. Salas, M. V. Lareu, A. Carracedo.
New method to measure minisatellite variant repeat variation in population genetic studies,
American Journal of Human Biology, 14 (2002) 421-428.
R. Cao, A. Saavedra.
Smoothed bootstrap bandwidth selection in nonparametric density estimation for moving average processes,
Stochastic Analysis and Applications, 19 (2001) 4, 555-580.
R. Cao, P. Janssen, N. Veraverbeke.
Relative density estimation and local bandwidth selection width censored data,
Computational Statistics and Data Analysis, 36 (2001) 497-510.
R. Cao.
Relative efficiency of local bandwiths in kernel density estimation,
Statistics, 35 (2000) 113-137.
R. Cao, A. Saavedra.
On the estimation of the marginal density of a moving average process,
Canadian Journal of Statistics / Revue canadienne de statistique, 28 (2000) 4, 799-815.
R. Cao, P. Janssen, N. Veraverbeke.
Relative density estimation with censored data,
Canadian Journal of Statistics / Revue canadienne de statistique, 28 (2000) 1, 97-111.
A. Saavedra, R. Cao.
Rate of convergence of a convolution-type estimator of the marginal density of a MA(1) process,
Stochastic Processes and their Applications, 80 (1999) 129-155.
A. Saavedra, R. Cao.
A comparative study of two convolution-type estimators of the marginal density of moving average processes,
Computational Statistics, 14 (1999) 355-373.
R. Cao.
An overview of bootstrap methods for estimating and predicting in time series,
Boletín de la Sociedad Española de Estadística e Investigación Operativa, 8 (1999) 1, 95-116.
W. González-Manteiga, R. Cao.
Bandwidth selection in density estimation with truncated and censored data,
Annals of the Institute of Statistical Mathematics, 51 (1999) 1, 51-70.
M. C. Rodríguez-Campos, W. González-Manteiga, R. Cao.
Testing the hypothesis of a generalized linear regression model using nonparametric regression estimation,
Journal of Statistical Planning and Inference, 67 (1998) 99-122.
R. Cao, M. Delgado, W. González-Manteiga.
Nonparametric curve estimation: an overview,
Investigaciones Económicas, 21 (1997) 2, 209-252.
R. Cao, M. Febrero, W. González Manteiga, J. M. Prada Sánchez, I. García Jurado.
Saving computer time in constructing consistente bootstrap prediction intevals for autoregressive processes,
Communications in Statistics / Simulation and Computation, 26 (1997) 3, 961-978.
I. García Jurado, W. González Manteiga, R. Cao, J. M. Prada Sánchez, M. Febrero Bande.
Predicting using Box-Jenkins, nonparametric and bootstrap techniques,
Technometrics, 37 (1995) 303-310.
P. Borm, R. Cao, I. García Jurado.
Maximum likelihood equilibria in random games,
Optimization, 35 (1995) 77-84.
P. Borm, R. Cao, I. García Jurado, L. Méndez Naya.
Weakly strict equilibrium in finite normal form games,
OR Spectrum, 17 (1995) 235-238.
R. Cao, M. Febrero Bande, I. García Jurado, W. González Manteiga, J. M. Prada Sánchez.
Un estudio de simulación comparativo de técnicas no paramétricas, semiparamétricas y Box-Jenkins para la predicción con datos dependientes,
Estadística Española, 36 (1994) 5-20.
W. González Manteiga, J. M. Prada Sánchez, R. Cao, I. García Jurado, M. Febrero Bande, T. Lucas Domínguez.
Time series analysis for ambient concentrations,
Atmospheric Environment, 27 (1993) 2, 153-158.

Departamento de Matemáticas
Facultad de Informática
Campus de Elviña, s/n
15071 - A Coruña (Spain)
+34.981.167.000 Ext. 1225

Ricardo Cao

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Journal articles