Concepedia

Manuel Escabias

ME

Statistics

Publications

19

Citations

918

H-Index

16

Active since

2004

Affiliations

Universidad de Granada(Current)

Junta de Andalucía

Manuel Escabias is an author at Universidad de Granada specializing in statistics, engineering, and functional data analysis.

Top concepts

StatisticsEngineeringFunctional Data AnalysisBiostatisticsPublic HealthMultivariate AnalysisLatent Variable MethodsStatistical InferenceMedicineEducation

Publications per year

2004–2021

19

Publications

19

Using principal components for estimating logistic regression with high-dimensional multicollinear data

Ana M. Aguilera, Manuel Escabias, Mariano J. Valderrama · Computational Statistics & Data Analysis · 2005 · 218 citations · Full text

High-dimensional Multicollinear Data, Engineering, Multivariate Analysis +9

Principal component estimation of functional logistic regression: discussion of two different approaches

Manuel Escabias, Ana M. Aguilera, Mariano J. Valderrama · Journal of nonparametric statistics · 2004 · 131 citations

Sample Paths, Engineering, Functional Variable +17

Modeling environmental data by functional principal component logistic regression

Manuel Escabias, Ana M. Aguilera, Mariano J. Valderrama · Environmetrics · 2004 · 92 citations

Environmental Monitoring, Engineering, Ecological Modelling +16

Functional PLS logit regression model

Manuel Escabias, Ana M. Aguilera, Mariano J. Valderrama · Computational Statistics & Data Analysis · 2006 · 70 citations · Full text

New Modeling Approaches Based on Varimax Rotation of Functional Principal Components

Christian Acal, Ana M. Aguilera, Manuel Escabias · Mathematics · 2020 · 66 citations · Full text

Engineering, Biometrics, Basis Expansion +18

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