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Linear Latent Force Models using Gaussian Processes
Gaussian Processes Linear Latent Force Models
2011/7/19
Purely data driven approaches for machine learning present difficulties when data is scarce relative to the complexity of the model or when the model is forced to extrapolate.
Multidimensional latent Markov models in a developmental study of inhibitory control and attentional flexibility in early childhood
dimensionality assessment executive function item response theory latentMarkov model Rasch model two-parameter logistic parameterisation
2010/3/17
We demonstrate the use of a multidimensional extension of the latent Markov model
to analyse data from studies with correlated binary responses in developmental psychology.
In particular, we conside...