| 1. | In statistical models with latent variables, this is usually impossible.
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| 2. | Illumination variations can be explained by changing only the lighting latent variable.
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| 3. | The structural model represents the relationships between the latent variables.
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| 4. | Such a system is then called an observable ( latent variable ) system.
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| 5. | Factor analysis aims to find independent latent variables.
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| 6. | One advantage of using latent variables is that it reduces the dimensionality of data.
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| 7. | The measurement model represents the relationships between the observed data and the latent variables.
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| 8. | Unsupervised learning methods are often used to learn the parameters of latent variable models.
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| 9. | Therefore there may be a psychometrical latent variable, but not a psychological psychometric variable.
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| 10. | For every pixel i there are two latent variables namely the albedo and surface normal.
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