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Direct text-analytic methods such as word frequencies and term frequency-inverse document frequency (tf-idf) scores are limited in the subtlety of their inferences, revealing an incomplete picture of the discursive dynamics within the text.

In particular, the simulations reveal that when there is a heterogeneity set of agents (not all the agents have the same goals) and agents base part of their inferences on third-party information, it is worth using our dialog protocol.

Others, such as Jeffrey (1956) and Levi (1960) disagreed and instead defended a value-neutral view of science on which scientists should bracket their attitudes, preferences, temperament, and values when assessing the correctness of their inferences.

Nevertheless, the list is useful for allowing direct comparison with the paper of Drown et al. [ 18], who used these annotations as the basis of their inferences.

In our analyses (Little et al. 2012), we used current LSS data (Shimizu et al. 2010) that show substantially more deaths (12,139 vs. 3,954 for stroke; 14,018 vs. 4,477 for heart diseases), which means the analysis by Schöllnberger et al. (2012) has much less statistical power and that some of their inferences are likely inconsistent with the current data.

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Multicollinarity is a concern because it may affect the stability of point estimates and the accuracy of their inference, leading to incorrect conclusions about associations between a set of predictors and an outcome.

In this study we investigated the influence of the structure of gene networks on their inference by using C3NET.

Require opt-out tools, that is, a way for consumers to suppress the use of their data; –          Inferences. Require data brokers to tell consumers that they derive certain inferences from from raw data; –          Data Sources.

A key consequence of this perspective is that, to minimize surprise, agents need to estimate the precision of (confidence in) their inferences or beliefs about the relative values of policies.

These results provide a foundational basis for applying the general indexing paradigm to count data, strengthen the generality of the approach, provide valuable information for study design, and should reassure practitioners about the validity of their analytical inferences when using count data.

These studies provided considerable support for orthologous groupings for recA, RADA, RADB, DMC1, RAD51, XRCC2, XRCC3, and RAD51B-D (see Additional file 1 Figure S1A for representation of their phylogenetic inferences), and led to the postulate that eukaryotic recA genes evolved via two independent endosymbiotic transfer events.

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