Manuel Oviedo de la Fuente

Ph.D Research in Statistics
University of Santiago de Compostela - USC

Software, R-scripts and data

This site contains code for several purposes and its intended to work within R (

fda.usc R Package Documentation:
  1. A Vignette 

  2. fda.usc Reference Card (Rnw)
  3. fda.usc  Reference Card (Pdf) 
  4. Journal of Statistical Software paper  
  5. IWAFDA slides
  6. slides (script_classif.R)
Dynamic Documents for R using knitr: Rnw Tutorial
Dynamic Documents for R using R Markdown: Rpubs Rmarkdown Tutorial (download)
Interactive web apps for R using Shiny: Rpubs Shiny Tutorial (download)

  Creating R Packages: A Tutorial: Spanish version


Coauthor of  R package: fda.usc

fda.usc: Functional Data Analysis and Utilities for Statistical Computing (fda.usc).
The new R package fda.usc includes methods for:

1. Functional Data Representation
2. Exploratory Functional Data Analysis
3. Functional Outlier Detection
4. Functional Regression with Scalar Response
5. Functional Supervised and Non-Supervised Classification
6. Functional ANOVA

The purpose of this package is to integrate own developments in Functional Data Analysis with those from other authors:  fda package and/or group STAPH.
The package fda.usc is avalaible through CRAN and further documentation are available:

Package source: fda.usc_1.5.0.tar.gz
Windows binary:
Reference manual: fda.usc.pdf
News/ChangeLog: NEWS
  • A minimal knitr example in HTML

Example Rhtml source