`morepls`

provides functions for the interpretation of PLS regressions.

Graphical functions :

- two-dimensional plot of observations
- two-dimensional plot of correlations between variables and components
- two-dimensional plot of variables (Y loadings and X projections)
- bar plot of regression coefficients
- bar plot of X variables weights
- bar plot of X variables VIPs

Statistical indicators :

- correlations between variables and components
- R2 and redundancies between variables and components
- Q2 and cumulative Q2 indexes
- raw and standardized coefficients

Execute the following code within `R`

:

```
if (!require(devtools)){
install.packages('devtools')
library(devtools)
}
install_github("nicolas-robette/morepls")
```

Martens, H., Næs, T. (1989) *Multivariate calibration*. Chichester: Wiley.

Tenenhaus, M. (1998) *La Regression PLS. Théorie et Pratique*. Editions TECHNIP, Paris.