Latent variable models for sensory profiling data

03-08-98

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Table of Contents

Latent variable models for sensory profiling data

Goal

Basic assumptions

Ideal latent variable model

Ideal latent variable model

Deviations from ideal - 1 Latent saliency

Deviations from ideal - 1 Latent saliency

Deviations from ideal - 1 Latent saliency

Deviations from ideal - 2 Manifest saliency

Combining latent & manifest saliency

Deviations from ideal - 3 Different latent variables

Deviations from ideal - 3 Different latent variables

Deviations from ideal - 3 Different latent variables

Deviations from ideal - 3 Different latent variables

The overall model

The overall model Special cases

The algorithm

Selecting model

Application: Bread data

Conclusion

Author: Rasmus Bro 

Email: rb@kvl.dk