AIC using R

package

MuMIn (highly recommended for standardized regression adn many independent variable)

AICcmodavg
wle

Principal Component Analysis

Metric Scaling : Correspondence Analysis (75)

Weller, S.C. and A.K. Romney.

1990.

SAGE Publications.

ISBN  978-0-803-93750-5

Principal components analysis (69)

Dunteman

SAGE Publications

Correspondence Analysis

• 
  
  Data analysis in community and landscape ecology.

• 
  
  Jongman, R.G.H., C.J.F. ter Braak and D.F.R. van Tongeren.

• 
  
  1995.

• 
  
  Cambridge

• 
  
  ISBN  978-0-521-47574-7

• 
  
  The Interpretation of ecological data: 
  A primer on classification and ordination. 

• 
  
  Pielou, E.C.

• 
  
  1984. 

• 
  
  Wiley-Interscience.

• 
  
  ISBN  978-0-471-88950-2

• 
  
  Applied correspondence analysis: an Introduction (121).

• 
  
  Clausen, S.-E.

• 
  
  1998. 1st ed.

• 
  
  SAGE Publications.

• 
  
  ISBN  978-0-761-91115-9

• 
  
  *for categorical data

• 
  
  Metric Scaling : Correspondence Analysis (75).

• 
  
  Weller, S.C. and A.K. Romney.

• 
  
  1990.

• 
  
  SAGE Publications.

• 
  
  ISBN  978-0-803-93750-5

• 
  
  *of less relevance

Linear Model and R

Linear models with R.

Faraway, J.J.

2005. 1st ed.

Chapman & Hall/CRC

ISBN 0-203-50727-4

Practical regression and anova using R.

Faraway, J.J.

1999. 1st ed.

Extending the linear model with R: generalized linear, mixed effects and nonparametric regression models.

Faraway, J.J.

2006. 1st ed.

Chapman & Hall/CRC

ISBN 0-203-49228-5

GLM books

GLM

An introduction to generalized linear models.

Dobson , A.J.

2002. 2nd ed.

Chapman & Hall/CRC

ISBN 1-58488-165-8

Generalized linear models.

McCullagh, P and Nelder J.A. FRS.

1989. 2nd ed.

Chapman & Hall/CRC

0412317605

Model selection and multimodel Inference: a practical information-theoretic approach.

Burnham, K.P. and Anderson D.R.

1998. 2nd ed.

Springer

ISBN 0-387-95364-7