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Bayesian inference allows us to analyze inequitable samples with respect to gender since it allows the addition of new data for coding in the future.
The framework of active inference allows us to think about 'wanting the partner to be' as 'believing that the partner will indeed turn out to be'.
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The transductive inference paradigm allows us to reduce the inference error for the given set of unlabeled data, as sparsely labeled pixels are learned by accounting for both labeled and unlabeled information.
The collective inference paradigm allows us to manage the spatial correlation between spectral responses of neighboring pixels, as interacting pixels are labeled simultaneously.
Furthermore, our parametric inference approach allows us to begin to address some of the uncertainties that the reviewer cites.
The ABC inference procedure allows us to capture uncertainty in admixture time estimates more robustly than earlier wavelet dating approaches (Pugach et al. 2011; Xu et al. 2012).
Performing inference then allows us to examine the number of ancestral populations that have a non-zero contribution to the set of individuals under consideration.
Presented in Figure 2, our inference procedure allows us to simultaneously consider all possible combinations of changepoints and network topologies within the different phases.
In addition to identifying the best model, the multimodel inference approach also allows us to use information from all possible models to generate regression coefficients through model averaging (Anderson, 2008; Garamszegi, 2011).
In addition to validating the historical inference, this finding also allows us to be confident that viability differences between the normal and nondisjunctional progeny classes are changing the genetic estimate of NDJ rates by at most a few percent, at least for these mutants.
Dynamic Causal Modelling (DCM), as one of methods for effective brain connectivity analysis allows us making inferences about neural processes that underlie measured functional magnetic resonance imaging (fMRI) data.
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