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Each method has distinct sets of parameters to tune.
This is the reason for using two distinct sets of parameters in Figure 4 and Figure 5, emphasizing their statement.
In IRT models as opposed to CTT the influence of the items and the respondents are explicitly modelled by distinct sets of parameters.
HMMs have three distinct sets of parameters or probabilities: the initial state probabilities that determine which state the system starts in; the transition probabilities that decide if the state will switch after a certain period of time; and the emission probabilities showing whether the current symbol output belongs to one state or another.
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We study two distinct sets of parameter values that give rise to two bifurcation types, and thus two different scenarios of spike transition.
We identified two distinct sets of parameter values, with different biological interpretations, that fit and explain the experimental data.
Moreover, two distinct sets of parameter values can explain the experimental data, highlighting the importance of measuring the relative abundance of dimers to monomers.
The Communities used in an experiment are identified by their code (upper case letter) that refers to their structure (see Table 9) and an optional index that differentiates between distinct set of parameters: ant number and iteration number.
Each point on this graph represents a distinct set of parameters for network generation and a complete table of results including statistical significance for each enrichment value is provided in (Additional file 3: Table S2).
The measured robustness of a model to local parameter changes can vary according to the starting parameter set, exemplified by the distinct sets of sensitive parameters (SP) identified for each reference parameter set (Table 1), and in most biological systems only a minority of parameter values have been fixed by experimental measurements.
Distinct sets of sensitive parameters are calculated for each parameter set (according to the classification criterion in Equation (5) with m = 1) and listed in Table 1.
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