On the Gaussian characterization of certain second-order processes with specified covariance. - Ramón Gutiérrez; Mariano J. Valderrama (IEEE Trans. Inf. Theory, 1989)

Essay of a Dynamic Regression by Principal Components Model for Correlated Time Series. - M. J. Del Moral; Mariano J. Valderrama (COMPSTAT, 1998)

Time Series Forecasting by Principal Component Methods. - Mariano J. Valderrama; Ana M. Aguilera; Juan Carlos Ruiz-Molina (COMPSTAT, 1998)

Forecasting time series by functional PCA. Discussion of several weighted approaches. - Ana M. Aguilera; Francisco A. Ocaña; Mariano J. Valderrama (Comput. Stat., 1999)

A solution to linear estimation problems using approximate Karhunen-Loéve expansions. - Jesús Navarro-Moreno; Juan Carlos Ruiz-Molina; Mariano J. Valderrama (IEEE Trans. Inf. Theory, 2000)

A State Space Model for Non-Stationary Functional Data1. - Mónica Ortega-Moreno; Mariano J. Valderrama; Juan Carlos Ruiz-Molina (COMPSTAT, 2002)

Forecasting PC-ARIMA Models for Functional Data. - Mariano J. Valderrama; Francisco A. Ocaña; Ana M. Aguilera (COMPSTAT, 2002)

Derivation of a State-Space Model by Functional Data Analysis. - Mariano J. Valderrama; Mónica Ortega-Moreno; Pedro González 002; Ana M. Aguilera (Comput. Stat., 2003)

Using principal components for estimating logistic regression with high-dimensional multicollinear data. - Ana M. Aguilera; Manuel Escabias; Mariano J. Valderrama (Comput. Stat. Data Anal., 2006)

Modelling the mean of a doubly stochastic Poisson process by functional data analysis. - Paula R. Bouzas; Mariano J. Valderrama; Ana M. Aguilera; Nuria Ruiz-Fuentes (Comput. Stat. Data Anal., 2006)

On the structure of the stochastic process of mortgages in Spain. - Paula R. Bouzas; Ana M. Aguilera; Mariano J. Valderrama; Nuria Ruiz-Fuentes (Comput. Stat., 2006)

Functional PLS logit regression model. - Manuel Escabias; Ana M. Aguilera; Mariano J. Valderrama (Comput. Stat. Data Anal., 2007)

An overview to modelling functional data. - Mariano J. Valderrama (Comput. Stat., 2007)

Forecasting binary longitudinal data by a functional PC-ARIMA model. - Ana M. Aguilera; Manuel Escabias; Mariano J. Valderrama (Comput. Stat. Data Anal., 2008)

Discussion of different logistic models with functional data. Application to Systemic Lupus Erythematosus. - Ana M. Aguilera; Manuel Escabias; Mariano J. Valderrama (Comput. Stat. Data Anal., 2008)

Proposal of a stochastic model to determine the bibliometric variables influencing the quality of a journal: application to the field of Dentistry. - Pilar Valderrama; Manuel Escabias; Evaristo Jiménez-Contreras; Alberto Rodríguez-Archilla; Mariano J. Valderrama (Scientometrics, 2018)

A mixed longitudinal and cross-sectional model to forecast the journal impact factor in the field of Dentistry. - Pilar Valderrama; Manuel Escabias; Evaristo Jiménez-Contreras; Mariano J. Valderrama; Pilar Baca (Scientometrics, 2018)

Introducing a bibliometric index based on factor analysis. - Pilar Valderrama; Evaristo Jiménez-Contreras; Manuel Escabias; Mariano J. Valderrama (Scientometrics, 2022)