# Curso de análisis cuantitativo de datos biológicos

# A course on quantitative analysis of biological data

### Posgrado en Ciencias del Mar y Limnologia

### Universidad Nacional Autónoma de México

### January 7-11, 2008

## Pierre Legendre

### Université de Montréal

**This page contains links to various documents and programs
that will be used during the course**

Course outline, México 2008

**Documents in PDF format**

**January 7**

"Algebra of Principal Component and Correspondence Analyses" (Teaching document)

"From classical to canonical ordination"
(Chapter)

"Contingency table analysis" (Teaching document)

"Ecologically meaningful
transformations for ordination of species data" (Article)

"Ordination methods
for community composition data tables" (Figure)

**January 8**

"Is Miss America an undernourished role model?" (Article)

"Multiple regression: computing the parameters by matrix inversion"
(Teaching document)

"R-square, adjusted R-square" (Chapter extract)

"Polynomial regression,
trend surface analysis" (Teaching document)

"Partial linear regression and variation partitioning" (Chapter extract)

"Multiple regression
with permutation test" (R function)

**January 9**

"Statistical tests, permutation tests"
(Chapter extract)

"Permutation test summary"
(Classroom notes)

"Canonical analysis" (Classroom notes)

"Response of 20 native tree species..." (Article)

"Distance-based redundancy
analysis..." (Article)

**January 10**

"Origin of spatial structures" (Classroom notes)

"Spatial structure functions:
correlograms, variograms" (Chapter extract)

"Variation partitioning and PCNM analysis"
(Print of a PowerPoint presentation)

"Dissecting the spatial
structure of ecological data at multiple scales" (Article)

"Modelling directional spatial processes in ecological data" (Article manuscript)

**January 11**

"Cartographic interpolation, kriging" (Chapter extract)

"A balanced view of
scale in spatial statistical analysis" (Article)

"Analyzing beta diversity: partitioning the spatial variation of community composition data" (Article)

**Other documents**

(There is nothing in this section at the moment)

** **

**Practicals in R**

Practicals last updated April 16, 2009

Folder containing practicals using the R statistical language

** **

**
Programs and
PDF reprints from the lab of Pierre Legendre**