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The hidden semi-Markov model, with the sojourn distribution explicitly specified using a common distribution, can be defined by θ = (π, A, B, D).
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p uncorrelated patterns were generated using a common truncated logarithmic distribution (Fig. 6 a, middle panel) obtained by setting for each input unit.
First we produced 200 uncorrelated patterns, using a common truncated logarithmic distribution, from which the firing rate of each unit is driven independently (see methods).
However, before considering the tunneling effect, we first built the electric field distribution using a common method.
components following a common distribution f z (z).
For example, the normal distribution is a common distribution for statistical comparisons involving continuous data.
For the morphological partition, we used a common-mechanism maximum-likelihood model, with a gamma distribution of rates (Mkv+G model of Lewis, 2001 [ 40]).
For determination of the primary outcome, the number of flares per patient during 16 weeks was modelled using a negative binomial distribution and a common overdispersion (variance divided by expectation minus 1) for all treatment arms (see supplementary material for more details).
To overcome this, we propose using a multivariate distribution model of distinct tensor components to characterise the variability of stress tensors referred to a common Cartesian coordinate system.
This phenomenon is quite similar with RMA summarization of GeneChip compared with MAS5, where the rank of probe intensity is used to reconstruct common distribution.
One common procedure is to use a Poisson distribution to model the data.
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