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The implementation of a new procedure for the determination of multiple multivariate linear models with latent factors is described.
There is, however, an entire branch of statistical methods that should appear promising, but has to our knowledge never been applied so far to estimate agent-based models in economics and finance: Markov chain Monte Carlo methods designed for state space models or models with latent variables.
Under this circumstance, the epidemic models with latent periods play a very important role in epidemiology.
Some models with latent periods can be called SEI, SEIS, SEIR or SEIRS type, respectively [16 18].
Rong and Perelson [4, 11, 12] developed a kind of mathematical models with latent infection and antiretroviral therapy, examined the relationships among combination drug therapy, viral blips, and the number of latent infected T-cells, and showed that the viral replication from the latent reservoir might result in low-level persistence of viraemia during combination drug therapy.
Hence, AIC may be inappropriate for models with latent variables such as cluster labels.
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We design a probabilistic generative model with latent variables to characterize the semantic mobility of vehicles.
Data was analyzed in a cross-lagged model with latent constructs.
A multiple mediator model with latent variables showed a significant direct association between classroom structure and mastery goal orientation, metacognitive learning strategies, and classroom climate.
Using this multivariate multilevel model with latent variables, we examined the relationship between growth in mathematics and science achievement during middle and high school among students and schools, and we demonstrated that such a model was more sensitive to this relationship.
This paper deals with the rumor propagation model with latent period and varying total population.
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