A periodogram-based metric for time series classification. Zbl 1445.62222
Caiado, Jorge; Crato, Nuno; Peña, Daniel |
|
2006
|
A multivariate Kolmogorov-Smirnov test of goodness of fit. Zbl 0883.62054
Justel, Ana; Peña, Daniel; Zamar, Rubén |
|
1997
|
Outliers in multivariate time series. Zbl 1028.62073
Tsay, Ruey S.; Peña, Daniel; Pankratz, Alan E. |
|
2000
|
Identifying a simplifying structure in time series. Zbl 0623.62081
Peña, Daniel; Box, George E. P. |
|
1987
|
A powerful portmanteau test of lack of fit for time series. Zbl 1073.62554
Peña, Daniel; Rodríguez, Julio |
|
2002
|
Forecasting time series with sieve bootstrap. Zbl 1007.62077
Alonso, Andrés M.; Peña, Daniel; Romo, Juan |
|
2002
|
Cluster identification using projections. Zbl 1051.62055
Peña, Daniel; Prieto, Francisco J. |
|
2001
|
Nonstationary dynamic factor analysis. Zbl 1088.62077
Peña, Daniel; Poncela, Pilar |
|
2006
|
Comparison of times series with unequal length in the frequency domain. Zbl 1161.37348
Caiado, Jorge; Crato, Nuno; Peña, Daniel |
|
2009
|
The log of the determinant of the autocorrelation matrix for testing goodness of fit in time series. Zbl 1332.62302
Peña, Daniel; Rodríguez, Julio |
|
2006
|
A fast procedure for outlier diagnostics in large regression problems. Zbl 1072.62618
Peña, Daniel; Yohai, Victor |
|
1999
|
Robust estimation for ARMA models. Zbl 1162.62405
Muler, Nora; Peña, Daniel; Yohai, Víctor J. |
|
2009
|
Multivariate analysis in vector time series. Zbl 1098.62558
Galeano, Pedro; Peña, Daniel |
|
2000
|
Missing observations in ARIMA models: Skipping approach versus additive outlier approach. Zbl 1054.62621
Gómez, Víctor; Maravall, Agustín; Peña, Daniel |
|
1999
|
The detection of influential subsets in linear regression by using an influence matrix. Zbl 0825.62579
Peña, Daniel; Yohai, Victor J. |
|
1995
|
Covariance changes detection in multivariate time series. Zbl 1098.62114
Galeano, Pedro; Peña, Daniel |
|
2007
|
Eigenvectors of a kurtosis matrix as interesting directions to reveal cluster structure. Zbl 1203.62114
Peña, Daniel; Prieto, Francisco J.; Viladomat, Júlia |
|
2010
|
Effects of outliers on the identification and estimation of GARCH models. Zbl 1164.62041
Carnero, M. Ángeles.; Peña, Daniel; Ruiz, Esther |
|
2007
|
Outlier detection in multivariate time series by projection pursuit. Zbl 1119.62360
Galeano, Pedro; Peña, Daniel; Tsay, Ruey S. |
|
2006
|
Descriptive measures of multivariate scatter and linear dependence. Zbl 1023.62057
Peña, Daniel; Rodríguez, Julio |
|
2003
|
Forecasting with nonstationary dynamic factor models. Zbl 1282.91270
Peña, Daniel; Poncela, Pilar |
|
2004
|
Clustering time series by linear dependency. Zbl 1430.62191
Alonso, Andrés M.; Peña, Daniel |
|
2019
|
On sieve bootstrap prediction intervals. Zbl 1048.62049
Alonso, Andrés M.; Peña, Daniel; Romo, Juan |
|
2003
|
Detection of outlier patches in autoregressive time series. Zbl 0978.62081
Justel, Ana; Peña, Daniel; Tsay, Ruey S. |
|
2001
|
Comparing probabilistic methods for outlier detection in linear models. Zbl 0800.62443
Peña, Daniel; Guttman, Irwin |
|
1993
|
Outliers and influence: Evaluation by posteriors of parameters in the linear model. Zbl 0704.62024
Guttman, I.; Peña, D. |
|
1988
|
Cointegration and common factors. Zbl 0807.62066
Escribano, Alvaro; Peña, Daniel |
|
1994
|
Influential observations on time series. Zbl 0800.62557
Peña, Daniel |
|
1990
|
The identification of multiple outliers in ARIMA models. Zbl 1104.62326
Jesús Sánchez, María; Peña, Daniel |
|
2003
|
The kurtosis coefficient and the linear discriminant function. Zbl 0969.62044
Peña, Daniel; Prieto, Francisco J. |
|
2000
|
Measuring the advantages of multivariate vs univariate forecasts. Zbl 1150.62061
Peña, Daniel; Sánchez, Ismael |
|
2007
|
Box on quality and discovery with design, control, and robustness. Zbl 0957.62107
|
|
2000
|
A simple method to identify significant effects in unreplicated two-level factorial designs. Zbl 0800.62486
Juan, Jesús; Peña, Daniel |
|
1992
|
A Dirichlet random coefficient regression model for quality indicators. Zbl 1077.62128
Peña, Daniel; Yohai, Victor |
|
2006
|
A robust procedure to build dynamic factor models with cluster structure. Zbl 1456.62176
Alonso, Andrés M.; Galeano, Pedro; Peña, Daniel |
|
2020
|
A course in time series analysis. Lectures of the ECAS ’97, Madrid, Spain, September 15–19, 1997. Zbl 0960.62093
|
|
2001
|
Optimal collapsing the mixture distributions in robust recursive estimation. Zbl 0696.62169
Peña, Daniel; Guttman, Irwin |
|
1989
|
Dimensionless measures of variability and dependence for multivariate continuous distributions. Zbl 1315.62055
Peña, Daniel; van der Linde, Angelika |
|
2007
|
Bayesian unmasking in linear models. Zbl 1080.62512
Justel, Ana; Peña, Daniel |
|
2001
|
Introducing model uncertainty in time series bootstrap. Zbl 1035.62088
Alonso, Andrés M.; Peña, Daniel; Romo, Juan |
|
2004
|
Common seasonality in multivariate time series. Zbl 1356.62153
Nieto, Fabio H.; Peña, Daniel; Saboyá, Dagoberto |
|
2016
|
Statistical learning for big dependent data. Zbl 1465.62003
Peña, Daniel; Tsay, Ruey S. |
|
2021
|
Outlier detection and robust estimation in linear regression models with fixed group effects. Zbl 1453.62572
Pérez, Betsabé; Molina, Isabel; Peña, Daniel |
|
2014
|
Introducing model uncertainty by moving blocks bootstrap. Zbl 1104.62096
Alonso, Andrés M.; Peña, Daniel; Romo, Juan |
|
2006
|
Improved model selection criteria for SETAR time series models. Zbl 1332.62324
Galeano, Pedro; Peña, Daniel |
|
2007
|
Measuring the importance of outliers in ARIMA models. Zbl 0616.62124
Peña, Daniel |
|
1987
|
Forecasting multiple time series with one-sided dynamic principal components. Zbl 1428.62401
Peña, Daniel; Smucler, Ezequiel; Yohai, Victor J. |
|
2019
|
Outliers and conditional autoregressive heteroscedasticity in time series. Zbl 1034.62077
Carnero, M. Angeles; Peña, Daniel; Ruiz, Esther |
|
2001
|
Bayesian approach to robustifying the Kalman filter. Zbl 0714.62093
Peña, Daniel; Guttman, Irwin |
|
1988
|
Dimension reduction in multivariate time series. Zbl 05196687
Peña, Daniel; Poncela, Pilar |
|
2006
|
Bayesian likelihood robustness in linear models. Zbl 1160.62313
Peña, Daniel; Zamar, Ruben; Yan, Guohua |
|
2009
|
Multifold predictive validation in ARMAX time series models. Zbl 1117.62410
Peña, Daniel; Sánchez, Ismael |
|
2005
|
A Bayesian look at diagnostics in the univariate linear model. Zbl 0822.62057
Guttman, Irwin; Peña, Daniel |
|
1993
|
Combining multiple time series predictors: A useful inferential procedure. Zbl 1020.62090
Guerrero, Víctor M.; Peña, Daniel |
|
2003
|
Tests for comparing time series of unequal lengths. Zbl 1431.62357
Caiado, Jorge; Crato, Nuno; Peña, Daniel |
|
2012
|
Dimension reduction in time series and the dynamic factor model. Zbl 1255.62276
Peña, Daniel |
|
2009
|
Nearest-neighbors medians clustering. Zbl 07260335
Peña, Daniel; Viladomat, Júlia; Zamar, Ruben |
|
2012
|
Data science, big data and statistics. Zbl 1428.62021
Galeano, Pedro; Peña, Daniel |
|
2019
|
Properties of predictors in overdifferenced nearly nonstationary autoregression. Zbl 0968.62067
Sánchez, Ismael; Peña, Daniel |
|
2001
|
Statistical research in Europe: 1985–1997. Zbl 0954.62002
Gil, Juan A.; Peña, Daniel; Rodríguez, Julio |
|
2000
|
A simple diagnostic tool for local prior sensitivity. Zbl 0892.62011
Peña, Daniel; Zamar, Ruben |
|
1997
|
On Bayesian robustness: An asymptotic approach. Zbl 0839.62025
Peña, Daniel; Zamar, Ruben H. |
|
1996
|
Outliers and conditional autoregressive heteroscedasticity in time series. Zbl 1092.62581
Carnero, M. Angeles; Peña, Daniel; Ruiz, Esther |
|
2001
|
Resampling time series using missing values techniques. Zbl 1047.62075
Alonso, Andrés M.; Peña, Daniel; Romo, Juan |
|
2003
|
Heterogeneity and model uncertainty in Bayesian regression models. Zbl 1204.62039
Justel, Ana; Peña, Daniel |
|
1999
|
Temporal disaggregation and restricted forecasting of multiple population time series. Zbl 1511.62429
Silva, E.; Guerrero, V. M.; Peña, D. |
|
2011
|
Detecting defects with image data. Zbl 1445.62317
Benito, Mónica; Peña, Daniel |
|
2007
|
Bayesian curve estimation by model averaging. Zbl 1431.62169
Peña, Daniel; Redondas, Dolores |
|
2006
|
Distance-weighted discrimination of face images for gender classification. Zbl 07850035
Benito, Mónica; García-Portugués, Eduardo; Marron, J. S.; Peña, Daniel |
|
2017
|
Threshold dynamic factor model. Zbl 07578275
Correal, María Elsa; Peña, Daniel |
|
2008
|
On a new procedure for identifying a dynamic common factor model. Zbl 1470.62129
Bolívar, Stevenson; Nieto, Fabio H.; Peña, Daniel |
|
2021
|
Statistical learning for big dependent data. Zbl 1465.62003
Peña, Daniel; Tsay, Ruey S. |
|
2021
|
On a new procedure for identifying a dynamic common factor model. Zbl 1470.62129
Bolívar, Stevenson; Nieto, Fabio H.; Peña, Daniel |
|
2021
|
A robust procedure to build dynamic factor models with cluster structure. Zbl 1456.62176
Alonso, Andrés M.; Galeano, Pedro; Peña, Daniel |
|
2020
|
Clustering time series by linear dependency. Zbl 1430.62191
Alonso, Andrés M.; Peña, Daniel |
|
2019
|
Forecasting multiple time series with one-sided dynamic principal components. Zbl 1428.62401
Peña, Daniel; Smucler, Ezequiel; Yohai, Victor J. |
|
2019
|
Data science, big data and statistics. Zbl 1428.62021
Galeano, Pedro; Peña, Daniel |
|
2019
|
Distance-weighted discrimination of face images for gender classification. Zbl 07850035
Benito, Mónica; García-Portugués, Eduardo; Marron, J. S.; Peña, Daniel |
|
2017
|
Common seasonality in multivariate time series. Zbl 1356.62153
Nieto, Fabio H.; Peña, Daniel; Saboyá, Dagoberto |
|
2016
|
Outlier detection and robust estimation in linear regression models with fixed group effects. Zbl 1453.62572
Pérez, Betsabé; Molina, Isabel; Peña, Daniel |
|
2014
|
Tests for comparing time series of unequal lengths. Zbl 1431.62357
Caiado, Jorge; Crato, Nuno; Peña, Daniel |
|
2012
|
Nearest-neighbors medians clustering. Zbl 07260335
Peña, Daniel; Viladomat, Júlia; Zamar, Ruben |
|
2012
|
Temporal disaggregation and restricted forecasting of multiple population time series. Zbl 1511.62429
Silva, E.; Guerrero, V. M.; Peña, D. |
|
2011
|
Eigenvectors of a kurtosis matrix as interesting directions to reveal cluster structure. Zbl 1203.62114
Peña, Daniel; Prieto, Francisco J.; Viladomat, Júlia |
|
2010
|
Comparison of times series with unequal length in the frequency domain. Zbl 1161.37348
Caiado, Jorge; Crato, Nuno; Peña, Daniel |
|
2009
|
Robust estimation for ARMA models. Zbl 1162.62405
Muler, Nora; Peña, Daniel; Yohai, Víctor J. |
|
2009
|
Bayesian likelihood robustness in linear models. Zbl 1160.62313
Peña, Daniel; Zamar, Ruben; Yan, Guohua |
|
2009
|
Dimension reduction in time series and the dynamic factor model. Zbl 1255.62276
Peña, Daniel |
|
2009
|
Threshold dynamic factor model. Zbl 07578275
Correal, María Elsa; Peña, Daniel |
|
2008
|
Covariance changes detection in multivariate time series. Zbl 1098.62114
Galeano, Pedro; Peña, Daniel |
|
2007
|
Effects of outliers on the identification and estimation of GARCH models. Zbl 1164.62041
Carnero, M. Ángeles.; Peña, Daniel; Ruiz, Esther |
|
2007
|
Measuring the advantages of multivariate vs univariate forecasts. Zbl 1150.62061
Peña, Daniel; Sánchez, Ismael |
|
2007
|
Dimensionless measures of variability and dependence for multivariate continuous distributions. Zbl 1315.62055
Peña, Daniel; van der Linde, Angelika |
|
2007
|
Improved model selection criteria for SETAR time series models. Zbl 1332.62324
Galeano, Pedro; Peña, Daniel |
|
2007
|
Detecting defects with image data. Zbl 1445.62317
Benito, Mónica; Peña, Daniel |
|
2007
|
A periodogram-based metric for time series classification. Zbl 1445.62222
Caiado, Jorge; Crato, Nuno; Peña, Daniel |
|
2006
|
Nonstationary dynamic factor analysis. Zbl 1088.62077
Peña, Daniel; Poncela, Pilar |
|
2006
|
The log of the determinant of the autocorrelation matrix for testing goodness of fit in time series. Zbl 1332.62302
Peña, Daniel; Rodríguez, Julio |
|
2006
|
Outlier detection in multivariate time series by projection pursuit. Zbl 1119.62360
Galeano, Pedro; Peña, Daniel; Tsay, Ruey S. |
|
2006
|
A Dirichlet random coefficient regression model for quality indicators. Zbl 1077.62128
Peña, Daniel; Yohai, Victor |
|
2006
|
Introducing model uncertainty by moving blocks bootstrap. Zbl 1104.62096
Alonso, Andrés M.; Peña, Daniel; Romo, Juan |
|
2006
|
Dimension reduction in multivariate time series. Zbl 05196687
Peña, Daniel; Poncela, Pilar |
|
2006
|
Bayesian curve estimation by model averaging. Zbl 1431.62169
Peña, Daniel; Redondas, Dolores |
|
2006
|
Multifold predictive validation in ARMAX time series models. Zbl 1117.62410
Peña, Daniel; Sánchez, Ismael |
|
2005
|
Forecasting with nonstationary dynamic factor models. Zbl 1282.91270
Peña, Daniel; Poncela, Pilar |
|
2004
|
Introducing model uncertainty in time series bootstrap. Zbl 1035.62088
Alonso, Andrés M.; Peña, Daniel; Romo, Juan |
|
2004
|
Descriptive measures of multivariate scatter and linear dependence. Zbl 1023.62057
Peña, Daniel; Rodríguez, Julio |
|
2003
|
On sieve bootstrap prediction intervals. Zbl 1048.62049
Alonso, Andrés M.; Peña, Daniel; Romo, Juan |
|
2003
|
The identification of multiple outliers in ARIMA models. Zbl 1104.62326
Jesús Sánchez, María; Peña, Daniel |
|
2003
|
Combining multiple time series predictors: A useful inferential procedure. Zbl 1020.62090
Guerrero, Víctor M.; Peña, Daniel |
|
2003
|
Resampling time series using missing values techniques. Zbl 1047.62075
Alonso, Andrés M.; Peña, Daniel; Romo, Juan |
|
2003
|
A powerful portmanteau test of lack of fit for time series. Zbl 1073.62554
Peña, Daniel; Rodríguez, Julio |
|
2002
|
Forecasting time series with sieve bootstrap. Zbl 1007.62077
Alonso, Andrés M.; Peña, Daniel; Romo, Juan |
|
2002
|
Cluster identification using projections. Zbl 1051.62055
Peña, Daniel; Prieto, Francisco J. |
|
2001
|
Detection of outlier patches in autoregressive time series. Zbl 0978.62081
Justel, Ana; Peña, Daniel; Tsay, Ruey S. |
|
2001
|
A course in time series analysis. Lectures of the ECAS ’97, Madrid, Spain, September 15–19, 1997. Zbl 0960.62093
|
|
2001
|
Bayesian unmasking in linear models. Zbl 1080.62512
Justel, Ana; Peña, Daniel |
|
2001
|
Outliers and conditional autoregressive heteroscedasticity in time series. Zbl 1034.62077
Carnero, M. Angeles; Peña, Daniel; Ruiz, Esther |
|
2001
|
Properties of predictors in overdifferenced nearly nonstationary autoregression. Zbl 0968.62067
Sánchez, Ismael; Peña, Daniel |
|
2001
|
Outliers and conditional autoregressive heteroscedasticity in time series. Zbl 1092.62581
Carnero, M. Angeles; Peña, Daniel; Ruiz, Esther |
|
2001
|
Outliers in multivariate time series. Zbl 1028.62073
Tsay, Ruey S.; Peña, Daniel; Pankratz, Alan E. |
|
2000
|
Multivariate analysis in vector time series. Zbl 1098.62558
Galeano, Pedro; Peña, Daniel |
|
2000
|
The kurtosis coefficient and the linear discriminant function. Zbl 0969.62044
Peña, Daniel; Prieto, Francisco J. |
|
2000
|
Box on quality and discovery with design, control, and robustness. Zbl 0957.62107
|
|
2000
|
Statistical research in Europe: 1985–1997. Zbl 0954.62002
Gil, Juan A.; Peña, Daniel; Rodríguez, Julio |
|
2000
|
A fast procedure for outlier diagnostics in large regression problems. Zbl 1072.62618
Peña, Daniel; Yohai, Victor |
|
1999
|
Missing observations in ARIMA models: Skipping approach versus additive outlier approach. Zbl 1054.62621
Gómez, Víctor; Maravall, Agustín; Peña, Daniel |
|
1999
|
Heterogeneity and model uncertainty in Bayesian regression models. Zbl 1204.62039
Justel, Ana; Peña, Daniel |
|
1999
|
A multivariate Kolmogorov-Smirnov test of goodness of fit. Zbl 0883.62054
Justel, Ana; Peña, Daniel; Zamar, Rubén |
|
1997
|
A simple diagnostic tool for local prior sensitivity. Zbl 0892.62011
Peña, Daniel; Zamar, Ruben |
|
1997
|
On Bayesian robustness: An asymptotic approach. Zbl 0839.62025
Peña, Daniel; Zamar, Ruben H. |
|
1996
|
The detection of influential subsets in linear regression by using an influence matrix. Zbl 0825.62579
Peña, Daniel; Yohai, Victor J. |
|
1995
|
Cointegration and common factors. Zbl 0807.62066
Escribano, Alvaro; Peña, Daniel |
|
1994
|
Comparing probabilistic methods for outlier detection in linear models. Zbl 0800.62443
Peña, Daniel; Guttman, Irwin |
|
1993
|
A Bayesian look at diagnostics in the univariate linear model. Zbl 0822.62057
Guttman, Irwin; Peña, Daniel |
|
1993
|
A simple method to identify significant effects in unreplicated two-level factorial designs. Zbl 0800.62486
Juan, Jesús; Peña, Daniel |
|
1992
|
Influential observations on time series. Zbl 0800.62557
Peña, Daniel |
|
1990
|
Optimal collapsing the mixture distributions in robust recursive estimation. Zbl 0696.62169
Peña, Daniel; Guttman, Irwin |
|
1989
|
Outliers and influence: Evaluation by posteriors of parameters in the linear model. Zbl 0704.62024
Guttman, I.; Peña, D. |
|
1988
|
Bayesian approach to robustifying the Kalman filter. Zbl 0714.62093
Peña, Daniel; Guttman, Irwin |
|
1988
|
Identifying a simplifying structure in time series. Zbl 0623.62081
Peña, Daniel; Box, George E. P. |
|
1987
|
Measuring the importance of outliers in ARIMA models. Zbl 0616.62124
Peña, Daniel |
|
1987
|