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Model dynamics had to be tested using ARMAX type models identified with plant data, due to the highly stochastic characteristics of the process.
Pair-wise models identified with Biofilter can then be tested for statistical significance with any number of association methods (Biofilter is not specific to any particular statistical method).
However, decision tree model with either 4-h alore or its combination with 2-h or 3-h did not suffer in diagnostic utility compared with its counterpart models identified with either LDA or DF approach, regardless of data transformation.
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Each sets of constraints rendered the model identified, with unconstrained αk and βk (k = 1,2).
The blue dashed curves are for the two-QTL model identified with the penalized-ML criterion.
The red curves are for the five-QTL model identified with the penalized-HKLOD and penalized-SL criteria.
(B ) Maximum likelihood tree constructed from the sequences above using LG/G + I model (best fit model identified with MEGA 6 (http://www.megasoftware.net)) (Hall, 2013 ).
Figure 4, G–I presents these profile LOD scores, based on the model identified with the stepwise QTL analysis using the SLOD statistic.
The multivariate analysis using mixed models identified factors associated with increased enrollment (Table 4).
Multiple logistic regression analysis and Cox proportional hazards models identified factors associated with initial treatment and overall survival, respectively.
A total of 16 different impact assessment models were identified, with the 'payback model' the most frequently used conceptual framework.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com