Moreover, a simple maximum principle argument guarantees that z i > 0 in Ω for i = 1, 2. As it has been done in the radial case, in order to obtain a result of existence for (P), we will apply Lemma 3.
However, unlike SVMs and NNs, KLR yields a posteriori probabilities based on a maximum likelihood argument that is, besides predicting class labels, KLR provides interpretation about this labeling.
Sampling of cases will be based on a replication and maximum variation argument; that is, each case will be selected so that they (1) predict similar results or (2) provide contrasting results but for predictable reasons.
Nonlinear problems of this kind are quite difficult to deal with since the usual idea to apply maximum principle arguments to get priori estimates cannot be used here [10].
To ensure that a valid K-expression can be obtained, the length of the gene will be set such that (t=h n-1) +1), where h, t=h n-1n are, respectively, the length of the head, the length of the tail, and the maximum number arguments of a function.
However, van Nimwegen et al. [10] (supporting text) use a simple maximum-entropy argument to show that the additivity assumption on energy does imply the PWM model for binding sites, if one also makes the reasonable assumption that binding sites have a significantly higher expected binding energy than random sites.
Data were first normalized on the total number of counts with the DESeq package (using "per condition" and "maximum" as arguments), taking the variance and the mean of the biological replicates into account.
[Related: backpedalling, cop-out, excuses] Traditional: One who posts deliberately provocative messages (e.g. to a news site or message board) or writes knowingly provocative articles (e.g. this one) with the intention of causing maximum disruption and argument.
The solution is derived from a maximum mutual information argument with a single transmitter.
Optimal recovery of the synchronization parameters (timing, phase and frequency offsets) is analytically intractable and, as a consequence, most existing synchronization methods are either heuristic or based on approximate maximum likelihood (ML) arguments.
