Publication list

FORTHCOMING PAPERS

 

 

BOOKS

 

  • Ricardo Cao (2002). Introducción a la simulación y a la teoría de colas. Netbiblo. ISBN: 84-9745-017-5.
  • Ricardo Cao, Mario Francisco-Fernández, Salvador Naya, Manuel Presedo, Margarita Vázquez, & José A. Vilar and Juan M. Vilar Fernández (2001). Introducción a la estadística y sus aplicaciones. Ediciones Pirámide. ISBN: 84-368-1543-2.
  • Ricardo Cao, Aurora Labora, Salvador Naya and Matilde Ríos (2001). Métodos estatísticos e numéricos. Baia Edicións.
  • Ricardo Cao, Mario Francisco-Fernández, Salvador Naya, Manuel Presedo, Margarita Vázquez, & José A. Vilar and Juan M. Vilar Fernández (1998). Estadística básica aplicada. Tórculo Edicións. ISBN:84-8408-024-2.
  • Francisco Barros, Susana Bellas, Ricardo Cao et al (1996). Problemas bioestadísticos en genética forense. Universidad de Santiago de Compostela. ISBN: 84-8121-442-6.
  • Ricardo Cao, Manuel Febrero Bande, Ignacio García Jurado, Wenceslao González Manteiga and José Manuel Prada Sánchez (1993). Análisis estadístico multidimensional y presentación de datos medioambientales en la central térmica de As Pontes.
  • Ricardo Cao, Ignacio García Jurado, Wenceslao González Manteiga, José Manuel Prada Sánchez and Manuel Febrero Bande (1992). Implantación de un sistema experto para la predicción de los niveles de inmisión en la central térmica de As Pontes. ISBN: 84-604-5023-6.
  • Ricardo Cao (1990). Aplicaciones y nuevos resultados del método bootstrap en la estimación no paramétrica de curvas. Universidad de Santiago de Compostela. ISBN: 84-404-8845-9.

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    CHAPTERS IN BOOKS

     

    • A.M. González-Montoro , R. Cao, Nelson Espinosa, J. Mariño y Javier Cudeiro. "Autocorrelation Measures and Independence Tests in Spike Trains". Modern Mathematical Tools and Techniques in Capturing Complexity. Springer, (2011).
    • Germán Aneiros-Pérez, R. Cao, Juan M. Vilar Fernández y A. Muñoz-San-Roque. "Recent Advances in Functional Data Analysis and Related Topics". Fédéric Ferraty. eds. , pp. 9-15. Physica-Verlag (2011).
    • R. Cao, Salvador Naya."Thermal analysis: Fundamentals and applications to materials caracterization". Statistical Applications to thermal analysis. UDC - Servizo de Publicacións. , pp. 265-288. (2005).
    • R. Artiaga, R. Cao, Salvador Naya, A. García. "Materials for Space Applications. MRS Symposium Proceedings". Polymer degradation from the thermal analysis point of view. 851. , pp. 499-510. (2005).
    • Salvador Naya, R. Cao, R. Artiaga. "Proceedings in Computational Statistics". Nonparametric regression with functional data for polymer classification. Fédéric Ferraty. eds. , pp. 1569-1576. Physica-Verlag / Springer (2004).
    • R. Cao, Wenceslao González Manteiga, C. Iglesias-Pérez. "Recent Advances and Trends in Nonparametric Statistics". M. G. Akritas, D. N. Politis, eds. , pp. 139-151. Elsevier (2003).

     

    PAPERS

     

    • Pablo Arias, Nelson Espinosa, Verónica Robles-García, Ricardo Cao, Javier Cudeiro. (2012). Antagonist muscle co-activation during straight walking and its relation to kinematics: Insight from young, elderly and Parkinson's disease. Brain Research, 1455, 124-131.
    • J. M. Vilar , R. Cao, Germán Aneiros-Pérez. (2012). Forecasting next-day electricity demand and price using nonparametric functional methods. International Journal of Electrical Power and Energy Systems, 39, 48-55.
    • R. Cao, Mario Francisco-Fernández, A. Anand, F. Bastida y J. L. González-Andújar. (2011). Computing statistical indices for hydrothermal times using weed emergence data. Journal oF Agriculture Science, 149, 701-712.
    • Germán Aneiros-Pérez, Ricardo Cao and Juan M. Vilar Fernández. (2011). Functional methods for time series prediction: a nonparametric approach. Journal of Forecasting, 30, 377-392.
    • M. C. Ausín, J. M. Vilar , R. Cao and C. González-Fragueiro. (2011). Bayesian analysis of aggregate loss models. Mathematical Finance, Vol 21, n. 2, 257-279.
    • Elisa María Molanes López, R. Cao, Ingrid Van Keilegom. (2010). 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, 453-473.
    • Manuel García Magariños, A. Antoniadis, R. Cao, Wenceslao González Manteiga. (2010). Lasso Logistic Regression, GSoft and the Cyclic Coordinate Descent Algorithm. Application to Gene Expression Data. Statistical applications in genetics and molecular biology, Vol. 9, n. 1, 30.
    • Salvador Naya, R. Cao, R. Artiaga, Javier Tarrío, J. López. (2010). Hypothesis Test on Parameters of Thermal Degradation Models of Materials. World Journal of Engineering, 7, 128-130.
    • Elisa María Molanes López, R. Cao, Ingrid Van Keilegom. (2010). 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, 453-473.
    • Bianca Teodorescu, Ingrid Van Keilegom and Ricardo Cao. (2010). Generalized time-dependent conditional linear models under left truncation and right censoring. Annals of the Institute of Statistical Mathematics, 62, 465-485.
    • Ricardo Cao, Mario Francisco-Fernández,, and Emiliano Quinto. (2010). A random effect multiplicative heteroscedastic model for bacterial growth. BMC Bioinformatics, 11, 77.
    • Carmen de Labra, Casto Rivadulla, Nelson Espinosa, Miguel Dasilva, R. Cao y Javier Cudeiro. (2009). Different sources of nitric oxide mediate neurovascular coupling in the lateral geniculate nucleus of the cat. Frontiers in Systems Neuroscience, Vol. 3, n. 9.
    • Juan M. Vilar Fernández, Ricardo Cao, María Concepción Ausín and Cristina González-Fragueiro. (2009). Nonparametric analysis of aggregate loss models. Journal of Applied Statistics, 36, 149-166.
    • Ricardo Cao, Alicia de las Heras and Ángeles Saavedra. (2009). The uncertainties about the relationships risk – return – volatility in the Spanish stock market. Computational Statistics, 24, 113-126.
    • Manuel García Magariños, Ignacio López de Ullibarri, Ricardo Cao and Antonio Salas (2009). Evaluating the Ability of Tree-Based Methods and Logistic Regression for the Detection of SNP-SNP Interaction. Annals of Human Genetics, 73, 360-369.
    • Ricardo Cao, Juan M. Vilar Fernández and Andrés Devia Rivera (2009). Modelling consumer credit risk via survival analysis. SORT, 33, 3-30.
    • Ricardo Cao and Salvador Naya;. (2009). Nonlinear regression checking via local polynomial smoothing with applications tothermogravimetric analysis. Journal of Chemometrics, 23, 275-282.
    • Carmen de Labra, Casto Rivadulla, Nelson Espinosa, Miguel Dasilva, Ricardo Cao and JavierCudeiro. (2009). Different sources of nitric oxide mediate neurometabolic coupling in the mammalian brain. Frontiers in Systems Neuroscience, 3, 9.
    • Francisca López, José Manuel Peña, Monserrat Jurado, Mario Francisco-Fernández, Ricardo Cao, Amparo Alonso and Oscar Fontenla (2008). Multispectral classification of grass weeds and wheat (Triticum durum) crop using linear and nonparametric functional discriminant analysis, and neural networks. Weed Research, 48, 28-37.
    • Ricardo Cao and Wenceslao González Manteiga.(2008). Goodness-of-fit tests for conditional models under censoring and truncation. Journal of Econometrics,  143, 166-190.
    • Ignacio López de Ullibarri, Ricardo Cao, Carmen Cadarso and María José Lado.(2008). Nonparametric estimation of conditional ROC curves: application to discrimination tasks in computerized detection of early breast cancer. Computational Statistics and Data Analysis, 52, 2623-2631.
    • Elisa María Molanes López and Ricardo Cao.(2008) Plug-in bandwidth selectors for the kernel relative density estimator. Annals of the Institute of Statistical Mathematics, 60, 273-300.
    • María Amalia Jácome, Iréne Gijbels and Ricardo Cao. (2008) Comparison of presmoothing methods in kernel density estimation under censoring. Computational Statistics,23, 381-406.
    • María Amalia Jácome and Ricardo Cao. (2008). Strong representation of the presmoothed quantile function estimator for censored data. Statistica Neerlandica, 62, 425-440.
    • María Amalia Jácome and Ricardo Cao. (2008). Asymptotic-based bandwidth selection for the presmoothed density estimator with censored data. Journal of Nonparametric Statistics, 20, 483-506.
    • Elisa María Molanes López and Ricardo Cao Abad. (2008). Relative density estimation for right censored and left truncated data. Journal of Nonparametric Statistics, 20, 693-720.
    • Fernando Barbadillo, Alberto Fuentes, Salvador Naya, Ricardo Cao, José Luis Mier and Ramón Artiaga (2008). Study of the degradation of a polyesther-polyurethane by TGA and the logistic mixture model. Materials Science Forum, 587, 525-528.
    • R. Artiaga, R. Cao, Salvador Naya. (2007). 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, 60-71.
    • R. Artiaga, Salvador Naya, R. Cao, A. Fuentes, F. Barbadillo. (2007). Application of Mixture Models to the Study of Polymer Degradation by TGA en Polymer Degradation and Stability Research Developments. Leo B. Albertov: Nova Science Publishers, Inc. NY. , ISBN: 978-1-60021-827-9, pp.91-105.
    • Ricardo Cao and Juan M. Vilar Fernández. (2007). Nonparametric forecasting in time series. A comparative study. Communications in Statistics / Simulation and Computation, 36, 311-334.
    • Fernando Barbadillo, Alberto Fuentes, Salvador Naya, Ricardo Cao, José Luis Mier and Ramón Artiaga. (2007). Evaluating the logistic mixture model on real and simulated TG curves, Journal of Thermal Analysis and Calorimetry, 87, 1, 223-227.
    • Ricardo Cao and Ignacio López de Ullibarri. (2007). Product-type and presmoothed hazard rate estimators with censored data. Extended version. Test, 16, 355-382.
    • María Amalia Jácome and Ricardo Cao.(2007). Almost sure asymptotic representation for the presmoothed distribution and density estimators for censored data. Statistics, 41, 517-534.
    • Carlos Vilar, Ricardo Cao and Juan M. Vilar Fernández. (2007). AG.LOSS una aplicación informática para la predicción en modelos de pérdida agregada. Revista Gerencia Riesgos y Seguros, 99, 23-41.
    • Salvador Naya, Ricardo Cao, Ramón Artiaga and Ana García. (2006). New method for polymer classification by nonparametric regression with functional data. Materials Science Forum, 216, 1452-1457.
    • Ricardo Cao and Ingrid Van Keilegom.(2006). Empirical likelihood tests for two-sample problems via nonparametric density estimation. Canadian Journal of Statistics, 34, 61-77 .
    • Ricardo Cao (2006). Como loitar contra o nesgo. Gamma, 6, 99-104.
    • Salvador Naya, Ricardo Cao, Ignacio López de Ullibarri, Ramón Artiaga, Fernando Barbadillo and Ana García. (2006). Logistic mixture model vs arrhenius for kinetic study of degradation of materials by dynamic thermogravimetric analysis. Journal of Chemometrics, 20, 158-163.
    • Ramón Artiaga, Ricardo Cao, Salvador Naya and Javier Trillo (2005). Nonparametric two-stage plug-in adaptive smoothing for thermal analysis. Journal of Statistical Computation and Simulation, 75, 39-54.
    • Ricardo Cao, Ignacio López de Ullibarri, Paul Janssen and NoëlVeraverbeke (2005). Presmoothed Kaplan-Meier and Nelson-Aalen estimators. Journal of Nonparametric Statistics, 17, 31-56.
    • Ramón Artiaga, Ricardo Cao, Salvador Naya, Bárbara González Martín, José Luis Mier and Ana García.(2005). Separation of Overlapping Processes from TGA Data and Verification by EGA. Journal of the ASTM International, Vol. 2, n. 5.
    • Ricardo Cao, Paul Janssen and Noël Veraverbeke.(2005). Relative hazard rate estimation for right censored and left truncated data. Test.14, 257-280.
    • Ramón Artiaga, Ricardo Cao, Salvador Naya and Ana García. (2005). Polymer degradation from the thermal analysis point of view. Materials Research Society Symposium Procceedings; Materials for Space Applications, 851, 499-510.
    • Ricardo Cao and Gábor Lugosi. (2005). Goodness-of-fit based on the kernel density estimator. Scandinavian Journal of Statistics. 32, 599-615.
    • R. Artiaga, R. Cao, Salvador Naya, A. García, A. Varela. (2004). Nonparametric regression with functional data for polymer classification. Polymer Degradation and Stability, 85, 667-674.
    • Ricardo Cao and María Amalia Jácome (2004). Presmoothed kernel density estimator for censored data. Journal of Nonparametric Statistics, 16, 289-309.
    • Ricardo Cao, Salvador Naya, Ramón Artiaga, Ana García and Ángel Varela (2004). Logistic approach to polymer degradation in dynamic TGA. Polymer Degradation and Stability, 85, 667-674.
    • Salvador Naya, R. Cao, R. Artiaga, A. García, I. López de Ullibarri. (2003). Suavizado automático de curvas procedentes de análisis térmico con errores autocorrelacionados. Anales de Ingeniería Mecánica, 2, 1498-1501.
    • Ricardo Cao, Jeffrey Hart and Ángeles Saavedra (2003). Nonparametric maximum likelihood estimators for AR and MA time series. Journal of Statistical Computation and Simulation, 73, 347-360.
    • Salvador Naya, Ricardo Cao and Ramón Artiaga (2003). Local polynomial estimation of TGA derivatives using logistic regression for pilot bandwidth selection. Thermochimica Acta, 406, 177-183.
    • Ricardo Cao, Wenceslao González Manteiga and Carmen Iglesias Pérez (2003). Almost sure representations in survival analysis under censoring an truncation: applications to goodness-of-fit tests. Recent Advances and Trends in Nonparametric Statistics, M.G. Akritas and D.N. Politis editors, 139-151, Elsevier.
    • María Brión, Ricardo Cao, Antonio Salas, María Victoria Lareu and Ángel Carracedo (2002). New method to measure minisatellite variant repeat variation in population genetic studies. American Journal of Human Biology, 14, 421-428.
    • Ricardo Cao (2001). Relative efficiency of local bandwidths in kernel density estimation. Statistics, 35, 113-137.
    • Ángeles Saavedra and Ricardo Cao (2001). Smoothed bootstrap bandwidth selection in nonparametric density estimation for moving average processes. Stochastic Analysis and Applications,19, 555-580.
    • Ricardo Cao, Paul Janssen and Noël Veraverbeke (2001). Relative denstity estimation and local bandwidth selection with censored data. Computational Statistics & Data Analysis, 36, 497-510.
    • Ricardo Cao, Paul Janssen and Noël Veraverbeke (2000). Relative density estimation with censored data. The Canadian Journal of Statistics, 28, 97-111.
    • Ricardo Cao (2000). Relative efficiency of local bandwiths in kernel density estimation. Statistics, 35, 113-137.
    • Ángeles Saavedra and Ricardo Cao (2000). On the estimation of the marginal density of a moving average process. The Canadian Journal of Statistics,  28, 799-815.
    • Ángeles Saavedra and Ricardo Cao (1999). Rate of convergence of a convolution-type estimator of the marginal density of a MA(1) process. Stochastic Processes and their Applications, 80, 129-155.
    • César Sánchez Sellero, Wenceslao González Manteiga and Ricardo Cao (1999). Bandwidth selection in density estimation with truncated and censored data. Annals of the Institute of Statistical Mathematics, 51, 51-70.
    • Ricardo Cao (1999). An overview of bootstrap methods for estimating and predicting in time series. Test, 8, 95-116.
    • Ángeles Saavedra and Ricardo Cao (1999). A comparative study of two convolution-type estimators of the marginal density of moving average processes. Computational Statistics, 14, 355-373.
    • María Celia Rodríguez Campos , Wenceslao González Manteiga and Ricardo Cao (1998). Testing the hypothesis of a generalized linear regression model using nonparametric regression estimation. Journal of Statistical Planning and Inference, 67, 99-122.
    • Ricardo Cao, Manuel Febrero Bande, Wenceslao González Manteiga, José Manuel Prada Sánchez and Ignacio García Jurado (1997). Saving computer time in constructing consistent bootstrap prediction intervals for autoregressive processes. Communications in Statistics: Simulation and Computation, 26, 961-978.
    • Ricardo Cao, Miguel Delgado and Wenceslao González Manteiga (1997). Nonparametric curve estimation: an overview. Investigaciones Económicas, 21, n. 2, 209-252.
    • Ricardo Cao, Jorge Alemany, Carmen Cabrero, Ángel Carracedo, Ana Díez and Emilio Valverde (1996). Semiparametric approach to match probability calculations using single locus probes. International Journal of Legal Medicine, 108, 306-312.
    • Daniel Alonso, Ricardo Cao, Ángel Carracedo and Emilio Valverde (1996). SEDNA: A computer program for semiparametric estimation of densities and match probabilities in DNA forensic identification and paternity cases. Advances in Forensic Haemogenetics 6. A. Carracedo, B. Brinkmann and W. Bär editors, 99-101, Springer-Verlag.
    • Wenceslao González Manteiga, Ricardo Cao and James Steve Marron (1996). Bootstrap selection of the smoothing parameter in nonparametric hazard rate estimation. Journal of the American Statistical Association, 91, 1130-1140.
    • Ricardo Cao and Luc Devroye (1996). The consistency of a smoothed minimum distance estimate. Scandinavian Journal of Statistics, 23, 405-418.
    • Ignacio García Jurado, Wenceslao González Manteiga, José Manuel Prada Sánchez, Manuel Febrero Bande and Ricardo Cao (1995). Predicting using Box-Jenkins, nonparametric and bootstrap techniques. Technometrics, 37, 303-310.
    • Peter Borm, Ricardo Cao and Ignacio García Jurado (1995). Maximum likelihood equilibria of random games. Optimization, 35, 77-84.
    • Peter Borm, Ricardo Cao, Ignacio García Jurado and Luciano Méndez Naya (1995). Weakly strict equilibria in finite normal form games. OR Spektrum, 17, 235-238.
    • Ricardo Cao, Antonio Cuevas and Ricardo Fraiman (1995). Minimum distance density-based estimation. Computational Statistics and Data Analysis, 20, 611-631.
    • Ricardo Cao, Ángel Carracedo and Emilio Valverde(1994). Semiparametric density estimation with applications to DNA profiling. Advances in Forensic Haemogenetics 5. W. Bär, A Fiori and U. Rossi editors, 444-446, Springer-Verlag.
    • Ricardo Cao, Antonio Cuevas and Wenceslao González Manteiga (1994). A comparative study of several smoothing methods in density estimation. Computational Statistics and Data Analysis, 17, 153-176.
    • Ricardo Cao, Manuel Febrero Bande, Ignacio García Jurado, Wenceslao González Manteiga and José Manuel Prada Sánchez. (1994). Un estudio de simulación comparativo de técnicas no paramétricas, semiparamétricas y Box-Jenkins para la predicción con datos dependientes. Estadística Española, vol 36, n. 135, 5-20.
    • Emilio Varverde, Carmen Cabrero, Ricardo Cao, M. Sol Rodríguez Calvo, Ana Díez, Francisco Barros, Jorge Alemany and Ángel Carracedo (1993). Population genetics of three VNTR polymorphisms in two different Spanish populations. International Journal of Legal Medicine, 105, 251-256.
    • Wenceslao González Manteiga, José Manuel Prada Sánchez, Ricardo Cao, Ignacio García Jurado, Manuel Febrero Bande and Tomás Lucas Domínguez (1993). Time-Series analysis for ambient concentrations. Atmospheric Environment, vol. 27A, n. 2, 153-158.
    • María Celia Rodríguez Campos and Ricardo Cao (1993). Nonparametric bootstrap confidence intervals for discrete regression functions. Journal of Econometrics, 58, 207-222.
    • Ricardo Cao and José Manuel Prada Sánchez (1993). Bootstrapping the mean of a symmetric population. Statistics and Probability Letters, 17, 43-48.
    • Ricardo Cao and Wenceslao González Manteiga (1993). Bootstrap methods in regression smoothing. Journal of Nonparametric Statistics , 2, 379-388.
    • Ricardo Cao (1993). Bootstrapping the mean integrated squared error. Journal of Multivariate Analysis, 45, 137-160.
    • Ricardo Cao, Alejandro Quintela del Río and Juan M. Vilar Fernández (1993). Bandwidth selection in noparametric density estimacion under dependence: a simulation study. Computational Statistics, 3, 313-332.
    • Wenceslao González Manteiga and Ricardo Cao (1993). Testing the hypothesis of a general linear model using nonparametric regression estimation. Test, vol. 2, n.1, 223-249.
    • Ricardo Cao, Wenceslao González Manteiga, José Manuel Prada Sánchez, Ignacio García Jurado and Manuel Febrero Bande (1992). Forecasting using a semiparametric model. Computational Statistics. Y. Dodge and J. Whittaker editors, 327-330,Physica-Verlag.
    • Ricardo Cao (1991). Rate of convergence for the wild bootstrap in nonparametric regression. The Annals of Statistics, vol. 19, 4, 2226-2231.
    • Ricardo Cao (1990). Órdenes de convergencia para las aproximaciones normal y bootstrap en la estimación no paramétrica de la función de densidad. Trabajos de Estadística, vol. 5,2,23-32.