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We conclude that (i) predictions of species occurrences at the stand level have to take account of the amount of suitable habitat at the landscape level, and (ii) predicting the responses of individual species based on life-history traits can be crucial, but cannot be based on single traits.
For type (i) predictions the method is useful for proposing new target genes.
The data have been processed by three categories of models: (i) predictions of in vivo metabolic clearance of individual chemicals, (ii) QSAR analyses of the rate of metabolism, and (iii) predictions of the site of metabolism.
Our web server allows (i) predictions at proteomic and transcriptomic level; (ii) use of protein and RNA sequences without size restriction; (iii) analysis of nucleic acid binding regions in proteins; and (iv) detection of RNA motifs involved in protein recognition.
The findings in two clusters that are relevant for lymphocytes (cluster 4 in the web supplement) and B-lymphocytes (cluster 16, Figure 3) are further examples of type (i) predictions.
Alternatively, for a particular variable i, predictions can be made using the appropriate marginal distribution, which is Gaussian, with mean and variance, given by (5) where For a GP that is derived through a linear filter,, where X t) is a white noise GP, h(t) is a kernel function and W t) is an additive noise, it is easy to formulate the expression of a derivative process.
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(i) Prediction error degrees of different kinds of meteorological elements should be estimated in the same manner.
(A lot of this seems to depend on assertions that I made predictions I never actually made).
HLA class II ligand prediction is more difficult than class I prediction owing to the unknown position of the binding core within the generally longer peptides.
"I never make predictions, but I predict that decision will be reversed," Mr. Hasson said of the appeals court ruling.
(i) The prediction quality can be further improved.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com