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Latent variable

Known as: Latent variables, Talent variable 
In statistics, latent variables (from Latin: present participle of lateo (“lie hidden”), as opposed to observable variables), are variables that are… Expand
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Papers overview

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Highly Cited
2017
Highly Cited
2017
Sequential data often possesses a hierarchical structure with complex dependencies between subsequences, such as found between… Expand
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Highly Cited
2014
Highly Cited
2014
This work considers a computationally and statistically efficient parameter estimation method for a wide class of latent variable… Expand
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Highly Cited
2010
Highly Cited
2010
Latent variable models are a powerful tool for addressing several tasks in machine learning. However, the algorithms for learning… Expand
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Highly Cited
2009
Highly Cited
2009
We present a large-margin formulation and algorithm for structured output prediction that allows the use of latent variables. Our… Expand
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Highly Cited
2008
Highly Cited
2008
We apply formal, statistical measurement models to the Polity indicators, used widely in studies of international relations to… Expand
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Highly Cited
2005
Highly Cited
2005
needed for nonadditive and more complex models. Chapter 2 describes five additional examples that provide the foundation for more… Expand
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Highly Cited
2004
Highly Cited
2004
METHODOLOGY THE OMNI-PRESENCE OF LATENT VARIABLES Introduction 'True' variable measured with error Hypothetical constructs… Expand
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Highly Cited
2001
Highly Cited
2001
representation of the Volterra model. One of the main issues addressed in Chapter 6 is the criterion by which local models are… Expand
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Highly Cited
1999
Highly Cited
1999
Current methods for learning graphical models with latent variables and a fixed structure estimate optimal values for the model… Expand
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Highly Cited
1986
Highly Cited
1986
This text provides an introduction to a growing area in the social and behavioural sciences - the modelling of systems in which… Expand
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