Publicaciones en las que colabora con Miguel Alejandro Fernandez Temprano (28)
2021
-
Isotonic boosting classification rules
Advances in Data Analysis and Classification, Vol. 15, Núm. 2, pp. 289-313
2020
-
Order restricted inference in chronobiology
Statistics in Medicine, Vol. 39, Núm. 3, pp. 265-278
2019
-
Microarray Data Normalization and Robust Detection of Rhythmic Features
Methods in Molecular Biology (Humana Press Inc.), pp. 207-225
2018
-
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
-
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
-
Circular piecewise regression with applications to cell-cycle data
Biometrics, Vol. 72, Núm. 4, pp. 1266-1274
-
Classification of samples with order-restricted discriminant rules
Methods in Molecular Biology (Humana Press Inc.), pp. 159-174
-
Order restricted inference for oscillatory systems for detecting rhythmic signals
Nucleic Acids Research, Vol. 44, Núm. 22
2015
-
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
-
Circular Isotone Regression with Application to cell-cycle Biology
LASR 2015
-
Dawai: An R package for discriminant analysis with additional information
Journal of Statistical Software, Vol. 66, Núm. 10, pp. 1-19
-
Determination of temporal order among the components of an oscillatory system
PLoS ONE, Vol. 10, Núm. 7
-
Some advances in constrained inference for ordered circular parameters in oscillatory systems
Geometry Driven Statistics (wiley), pp. 95-114
2013
-
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
-
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
-
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
-
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
-
Efficient incorporation of additional information to classification rules
Studies in Classification, Data Analysis, and Knowledge Organization
2009
-
Bayes discriminant rules with ordered predictors
Journal of Classification, Vol. 26, Núm. 2, pp. 201-225
-
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