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Thus, an unbiased procedure was used, in which rats were assigned to receive cocaine in one of the two conditioning chambers in a counterbalanced and pseudorandom manner.
After selecting those hyperparameters, we perform an exploratory comparison (An experiment that uses an unbiased procedure to select the number of experts independently for boosting and bagging is described in Section 7). of the performance of boosting and bagging as the number of mixture components are increased, for the tasks of phoneme classification and speech recognition.
A totally unbiased procedure to compel the data to "confess the truth" may be found in the Phenomenological Universalities (PUN) approach, recently proposed by P.P. Delsanto and collaborators [1] [4], which is briefly described in the Text S1.
Using a systematic and unbiased procedure, our analyses focused on a series of hierarchical questions.
CPP tests were performed using an unbiased procedure in a three-arm apparatus.
Place conditioning consisted of three phases and took place during the dark cycle following an unbiased procedure in terms of initial spontaneous preference [for more details see [ 19]].
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The Cramer Rao lower bound provides a method to assess the best achievable accuracy of parameter estimates resulting from an unbiased estimation procedure.
Using an unbiased CPP procedure, adolescent and adult male Wistar rats were conditioned with one of two intravenous doses of nicotine that are sufficient to maintain self-administration (0.03 or 0.06 mg/kg) or vehicle (saline) over a period of 8 conditioning trials (4 nicotine and 4 vehicle).
Therefore, an automated and unbiased reduction procedure delivering meaningful core networks from well-curated genome-scale reconstructions is highly desirable.
Our unbiased clustering procedure identified tectal neurons tuned to large, dark spots, which additionally showed direction selectivity.
They show that unbiased estimation procedure of the main and the interaction effects are possible assuming given the sampling fractions are known for the second stage sampling.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com