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Another research in [12] proposed cooperative information aggregation (CIA) mechanisms to handle observation noise and communication errors initially found in the sampled data.
A behaviorally switching state-space model (SSM) was fitted to Argos tracks to handle observation error, improve data retention, and infer animal behavioral state from the movement pattern [50].
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The data model is designed to handle observations on heterogeneous accessions, i.e. populations consisting of different genotypes.
Farmers reported great variation in pesticide use and handling, observation of reduced waiting periods, knowledge and training on pesticide use.
However, they also revealed that beta regression may perform poorly in handling observations on the boundary points [ 10].
DBNs are an extension of one-dimensional hidden Markov models (HMMs) which can handle several observation and state sequences.
Starting in October 1907, Elba was modified to handle an observation balloon.
To handle continuous observations we used the value of the emission PDF at each observation as a substitute for the probability of making that observation.
The first approach handles each observation site separately (so-called site-by-site), while the second approach handles the sites all together (so-called multisite) as one single profile (McNeice and Jones, 2001).
Unlike Tapas, Campari is a BBA module adapted to handle heterogeneous observations.
Furthermore, and partly because of its reliance to gradients, it is not able to handle noisy observations.
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CEO of Professional Science Editing for Scientists @ prosciediting.com