# The Gifi System for Nonlinear Multivariate Analysis

@inproceedings{Michailides1998TheGS, title={The Gifi System for Nonlinear Multivariate Analysis}, author={George Michailides and Jan de Leeuw}, year={1998} }

- Published 1998

The Gifi system of analyzing categorical data through nonlinear varieties of classical multivariate analysis techniques is reviewed. The system is characterized by the optimal scaling of categorical variables which is implemented through alternating least squares algorithms. The main technique of homogeneity analysis is presented, along with its extensions and generalizations leading to nonmetric principal components analysis and canonical correlation analysis. A brief account of stability… CONTINUE READING

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## Interactive Correspondence Analysis in a Dynamic Object-Oriented Environment - eScholarship

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## Correspondence and Component Analysis

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#### References

##### Publications referenced by this paper.

SHOWING 1-10 OF 90 REFERENCES

## Canonical Analysis: A Review with Applications in Ecology

VIEW 4 EXCERPTS

HIGHLY INFLUENTIAL

## Bootstrap confidence regions in nonlinear multivariate analysis

VIEW 6 EXCERPTS

HIGHLY INFLUENTIAL

## Nonlinear Multivariate Analysis.

VIEW 10 EXCERPTS

HIGHLY INFLUENTIAL

## Models and techniques

VIEW 11 EXCERPTS

## On the prehistory of correspondence analysis

VIEW 10 EXCERPTS

## Canonical Analysis of Several Sets of Variables

VIEW 6 EXCERPTS

HIGHLY INFLUENTIAL

## Minimum Generalized Variance for a set of Linear Functions

VIEW 5 EXCERPTS

HIGHLY INFLUENTIAL

## The quantification of a class of attributes : A theory and method of scale construction

VIEW 5 EXCERPTS

HIGHLY INFLUENTIAL

## The Precision of Discriminant Functions,

VIEW 6 EXCERPTS

HIGHLY INFLUENTIAL

## An Introduction to the Bootstrap

VIEW 3 EXCERPTS

HIGHLY INFLUENTIAL