DistStatis-Class: Class 'DistStatis' DistStatis S4 class (linkHD:Multiple...

Description Features Fields DistStatis-general-functions Examples

Description

Class DistStatis DistStatis S4 class (linkHD:Multiple Heterogeneous Dataset Integration) Statis with Distance options implementation.

Features

  1. DistStatis (implements Statis method incorporating Distance options to integrate multiple heterogeneous datasets)

  2. Implement a LM (Linear Model) to variable selection

  3. Incorporate a method to variable clustering

  4. Incorporate some visualization tools: Compromise visualization, Relationship-visualization

Fields

@slot RV: Vectorial Correlation Matrix between studies. @slot Inertia.RV: Inertia (%) explained for all tables. @slot Euclid.Im: Euclidean Image of all studies. @slot Inertia.comp: Inertia (%) explained for all dimensions of compromise matrix. @slot Compromise.Coords: Projection of all observations in compromise (Coords). @slot Compromise.Matrix: Compromise Matrix from statis methodology. @slot RQO: Representation Quality of observations in compromise matrix. @slot TableProjections: Projection of each table on Compromise configuration

DistStatis-general-functions

DistStatis

Getters for their respective slots.

@author Laura M Zingaretti

Examples

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{
showClass('DistStatis')
}

lauzingaretti/LinkHD-examples documentation built on Dec. 21, 2021, 9:42 a.m.