matrixpls (version 0.5.0)

residuals.matrixpls: Residual diagnostics for matrixpls results

Description

The matrixpls method for generic function residuals computes the residual covariance matrix and various fit indices presented by Lohmöller (1989, ch 2.4)

Usage

## S3 method for class 'matrixpls':
residuals(object, ...)

Arguments

object

matrixpls estimation result object produced by the matrixpls function.

...

All other arguments are ignored.

Value

• A list with three elements: inner, outer, and indices elements containing the residual covariance matrix of regressions of composites on other composites, the residual covariance matrix of indicators on composites, and various fit indices calculated based on the residuals.

References

Lohmöller J.-B. (1989) Latent variable path modeling with partial least squares. Heidelberg: Physica-Verlag.

Henseler, J., Dijkstra, T. K., Sarstedt, M., Ringle, C. M., Diamantopoulos, A., Straub, D. W., … Calantone, R. J. (2014). Common Beliefs and Reality About PLS Comments on Rönkkö and Evermann (2013). Organizational Research Methods, 17(2), 182–209. doi:10.1177/1094428114526928

See Also

Other post-estimation functions: AVE; CR; GoF; R2; effects.matrixpls; loadings; predict.matrixpls