Publicacions en què col·labora amb Miguel Alejandro Fernandez Temprano (28)

2021

  1. Isotonic boosting classification rules

    Advances in Data Analysis and Classification, Vol. 15, Núm. 2, pp. 289-313

2020

  1. Order restricted inference in chronobiology

    Statistics in Medicine, Vol. 39, Núm. 3, pp. 265-278

2019

  1. Microarray Data Normalization and Robust Detection of Rhythmic Features

    Methods in Molecular Biology (Humana Press Inc.), pp. 207-225

2018

  1. A bootstrap based measure robust to the choice of normalization methods for detecting rhythmic features in high dimensional data

    Frontiers in Genetics, Vol. 9, Núm. FEB

2017

  1. Circular Order Aggregation and Its Application to Cell-Cycle Genes Expressions

    IEEE/ACM Transactions on Computational Biology and Bioinformatics, Vol. 14, Núm. 4, pp. 819-829

2016

  1. Circular piecewise regression with applications to cell-cycle data

    Biometrics, Vol. 72, Núm. 4, pp. 1266-1274

  2. Classification of samples with order-restricted discriminant rules

    Methods in Molecular Biology (Humana Press Inc.), pp. 159-174

  3. Order restricted inference for oscillatory systems for detecting rhythmic signals

    Nucleic Acids Research, Vol. 44, Núm. 22

2015

  1. A new method for identification of cyclic circadian genes using circular isotonic regression

    XXXV Congreso Nacional SEIO: IX Jornadas de Estadística Pública : Universidad Pública de Navarra, Pamplona, del 26 al 29 de mayo de 2015

  2. Circular Isotone Regression with Application to cell-cycle Biology

    LASR 2015

  3. Dawai: An R package for discriminant analysis with additional information

    Journal of Statistical Software, Vol. 66, Núm. 10, pp. 1-19

  4. Determination of temporal order among the components of an oscillatory system

    PLoS ONE, Vol. 10, Núm. 7

  5. Some advances in constrained inference for ordered circular parameters in oscillatory systems

    Geometry Driven Statistics (wiley), pp. 95-114

2013

  1. Isocir: An R package for constrained inference using isotonic regression for circular data, with an application to cell biology

    Journal of Statistical Software, Vol. 54, Núm. 4

  2. Performance and estimation of the true error rate of classification rules built with additional information. An application to a cancer trial

    Statistical Applications in Genetics and Molecular Biology, Vol. 12, Núm. 5, pp. 583-602

2012

  1. Classification of samples into two or more ordered populations with application to a cancer trial

    Statistics in Medicine, Vol. 31, Núm. 28, pp. 3773-3786

  2. Identification of a core set of signature cell cycle genes whose relative order of time to peak expression is conserved across species

    Nucleic Acids Research, Vol. 40, Núm. 7, pp. 2823-2832

2011

  1. Efficient incorporation of additional information to classification rules

    Studies in Classification, Data Analysis, and Knowledge Organization

2009

  1. Bayes discriminant rules with ordered predictors

    Journal of Classification, Vol. 26, Núm. 2, pp. 201-225

  2. Estimation of parameters subject to order restrictions on a circle with application to estimation of phase angles of cell cycle genes

    Journal of the American Statistical Association, Vol. 104, Núm. 485, pp. 338-347