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 European Courses in Advanced Statistics (ECAS2013) Functional and Complex Structure Data Analysis 

 

 

Tuesday, 17th September

Overview of the theory of statistics with functional data
 
    8:30 - 9:15 Registration      
    9:15 - 9:30 Opening of the ECAS-course Prof. Wenceslao González Manteiga
Prof. Juan Cuesta		    
    9:30 - 11:00 Introduction to functional data. The probabilistic basis Prof. Antonio Cuevas    
    11:00 - 11:30 Coffee Break      
    11:30 - 13:00 Mean, median and mode in the functional setting Prof. Antonio Cuevas    
    13:00 - 16:00 Lunch Break      
    16:00 - 17:00 Functional regression, classification and bootstrap (I) Prof. Antonio Cuevas    
    17:00 - 17:15 Break      
    17:15 - 18:15 Functional regression, classification and bootstrap (II) Prof. Antonio Cuevas    

 

 

Wednesday, 18th September

Functional data analysis in R.
 
    9:30 - 11:00 Computational aspects of functional data Prof. Manuel Febrero Bande    
    11:00 - 11:30 Coffee Break      
    11:30 - 13:00 Exploratory functional data analysis Prof. Manuel Febrero Bande    
    13:00 - 16:00 Lunch Break      
    16:00 - 18:00 Functional regression in practice Prof. Manuel Febrero Bande    

 

Thursday, 19th September

Short presentations
 
    9:30 - 11:10
  • María Franco: Uncertainty evaluation in functional kriging with external drif
  • Angelina Roche: Non-asymptotic adaptive prediction in Functional Linear Models
  • Rosalba Ignaccolo: Heteroskedastic functional regression for atmospheric thermodynamic profiles
  • Ludwig Bothmann: Real Time Classification of Fish in Sonar Images (DIDSON)
  • Javier Tarrío: Applications of FDA in analytical chemistry
    
    11:10 - 11:30 Coffee Break    
    11:30 - 13:15
  • Isabella Fabbri: Data depth in parametric FDA approach
  • Carlo Sgera: Spatial Depth-Based Outlier Detection for Functional Data
  • Paula Raña: Outlier detection in functional data under dependence
  • Paula Navarro: Multivariate Outlier Detection Using Random Projections
  • Carmen Aguilera: Functional PLS regression: penalized versions
    

 

Friday, 20th September

Analysis of functional Time Series
 
    9:30 - 11:00 Functional Time Series Prof. Victor M. Panaretos    
    11:00 - 11:30 Coffee Break      
    11:30 - 13:00 Analysis of stationary functional data Prof. Victor M. Panaretos    
    13:00 - 16:00 Lunch Break      
    16:00 - 18:00 Advances on functional Time Series Prof. Victor M. Panaretos    

 

Saturday, 21th September

Methodology and theory for functional data analysis
 
    9:30 - 10:30 Methodology and theory for functional data analysis I Prof. Peter Hall    
    10:30 - 11:00 Coffee Break      
    11:00 - 12:00 Methodology and theory for functional data analysis II Prof. Peter Hall    
    12:00 - 12:15 Break      
    12:15 - 13:15 Methodology and theory for functional data analysis III Prof. Peter Hall    
    13:15 - 15:30 Lunch Break      
    15:30 - 16:30 Methodology and theory for functional data analysis IV Prof. Peter Hall