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Building latent variable models
1991Department of Philosophy technical ...
Scheines, Richard +2 more
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Continuity of latent variable models
IEEE Transactions on Automatic Control, 1990We study the continuity of the behavior of dynamical systems as a function of the parameters in their behavioral equations. The problem is motivated by means of an RLC circuit whose port behavior exhibits a surprising discontinuity as a function of the numerical values of the elements in the circuit.
WILLEMS, JC, NIEUWENHUIS, JWH
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Latent variable models with nonparametric interaction effects of latent variables
Statistics in Medicine, 2013Renal disease is one of the common complications of diabetes, especially for Asian populations. Moreover, cardiovascular and renal diseases share common risk factors. This paper proposes a latent variable model with nonparametric interaction effects of latent variables for a study based on the Hong Kong Diabetes Registry, which was established in 1995 ...
Song, Xinyuan +2 more
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1998
A powerful approach to probabilistic modelling involves supplementing a set of observed variables with additional latent, or hidden, variables. By defining a joint distribution over visible and latent variables, the corresponding distribution of the observed variables is then obtained by marginalization.
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A powerful approach to probabilistic modelling involves supplementing a set of observed variables with additional latent, or hidden, variables. By defining a joint distribution over visible and latent variables, the corresponding distribution of the observed variables is then obtained by marginalization.
openaire +1 more source