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In each iteration, the BW procedure updates the parameters of the "emission" distributions e and the parameters of the "transition" distributions t such that each parameter value is proportional to the average (over all of the observed sequences) of the expected number of uses of the corresponding emission (or transition).
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It depends on the same update procedure as BW, but iteratively applies this procedure to conditional parameter distributions rather than to the complete joint likelihood/posterior.
It seems that the subtraction was successful in the BW-BR library whereas this transcript could not be successfully subtracted in the BR-BW library after SSH procedure.
Finally, Fig. 2H illustrates the difference of SSH efficiency of a same transcript in two different subtraction procedures (BR-BW and BW-BR).
Six additional participants (1 female and 5 male) between the ages of 23 and 30 (M = 25.29) participated only in the BW and IM conditions (see Procedure for full list of conditions completed by each group of participants).
The analysis of samples for the PCB-118 5,000 μg/kg BW dose failed during the procedure; thus analysis for this group could not be completed.
For each of the K candidate models, this procedure involves generating Bw i replicate mortality time series using model M i as the basis for the bootstrap procedure described above, for each i = 1, 2,…, K.
Female German Landrace pigs (n = 23; mean 28.1 ± 1.7 SD kg body weight (BW)) were used and standard procedures for laboratory animal care were followed.
Body weight data were analyzed by the PROC Mixed procedure of SAS for day 21 (BW were not different at day 15).
The time to first tumor (latency) and time to sacrifice (tumor burden ≥ 10% of BW) were analyzed using the LIFETEST and LIFEREG procedures in SAS SAS Institute Inc.., Cary, NC).
We first describe the original formulation of BWs representation [1, 3], and then introduce the whole procedure of Concentric Bags-of-Words (CBW) method.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com