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We excluded induced abortions from the binomial models and restricted analyses to participants with information on all variables (n=802 680).
To evaluate the continuous associations between each marker and diabetes risk, we used Cox proportional hazards models and restricted cubic splines (17) with knots specified at the 25th, 50th, and 75th percentiles.
We therefore opted for simpler models and restricted our focus to the study of the major processes implicated in transcriptional regulation (and described in the seminal Jacob and Monod paper [ 1]) rather than taking into account extensive details of the cell intracellular machinery.
To avoid this problem, we followed the approach of Nee et al. [ 67] and fit diversification models (and restricted lineage through time plots) to the first 70% of the timetree (from the root) of labrids, fast-evolving julidines, and Scarus + Chlorurus.
We treated the CSI as a continuous variable in the logistic models and restricted the population to the ever smokers as previous studies had done (Brownson et al, 1992; Harris et al, 1993; Zang and Wynder, 1996; De Matteis et al, 2012, 2013).
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Most of the transfer learning algorithms are developed only for specific model that makes it difficult to use it for other models and restrict the applicability.
Use of different analysis models and restricting analyses based on control of multiple confounding variables changed findings only slightly.
However, they considered a protocol (collision) channel model and restricted the topology to two-way relay networks.
Design Prospective observational cohort study with Cox proportional hazards model and restricted cubic splines.
We, therefore, imposed an additional constraint on the model and restricted the export of acidic compounds to a total representing the experimentally observed amounts (0.123 mM/mM glucose based on growth on minimal media).
In Section 2, we describe the general system model and restrict the scope of our study to a three-cell clustered network.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com