RSDA: sym.interval.pc.limits – R documentation

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RSDA

sym.interval.pc.limits

Symbolic interval principal curves limits

Description

Symbolic interval principal curves limits.

Usage

sym.interval.pc.limits(sym.data, prin.curve, num.vertex, lambda, var.ord)

Arguments

`sym.data`	Symbolic interval data table.
`prin.curve`	Principal curves.
`num.vertex`	Number of vertices of the hipercube.
`lambda`	Lambda.
`var.ord`	Order of the variables.

Author(s)

Jorge Arce.

References

Arce J. and Rodriguez O. (2015) 'Principal Curves and Surfaces to Interval Valued Variables'. The 5th Workshop on Symbolic Data Analysis, SDA2015, Orleans, France, November.

Hastie,T. (1984). Principal Curves and Surface. Ph.D Thesis Stanford University.

Hastie,T. & Weingessel,A. (2014). princurve - Fits a Principal Curve in Arbitrary Dimension.R package version 1.1–12 http://cran.r-project.org/web/packages/princurve/index.html.

Hastie,T. & Stuetzle, W. (1989). Principal Curves. Journal of the American Statistical Association, Vol. 84-406, 502–516.

Hastie, T., Tibshirani, R. & Friedman, J. (2008). The Elements of Statistical Learning; Data Mining, Inference and Prediction. Springer, New York.