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The fundamental assumption behind modelling a sequential decision-making problem as MDP is that the reward function is Markovian [24].
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Likewise, we modeled a sequential series of quadratic growth models for the positive symptoms with 401 patients who have complete data on the PANSS positive subscale scores.
To develop the model, a sequential data length of 20, 30, 40, 50, 60, and 70 (days) was first introduced (taking into consideration simultaneous data integrity under no residual conditions).
To this scope, we further included in the model a sequential tunneling mechanism[14 16] able to account for the superlinear I-V characteristics experimentally evidenced in bR and similar proteins at increasing applied voltages.
After the accurate description of a consistent power flow model, a sequential identification technique is discussed, which allows to determine the dynamic parameters of linkage, electric motor and electronic driver by means of non-invasive experimental measures.
Due to the complexity of the model, a sequential approach for parameter identification is proposed and implemented, i.e. the parameter set is divided into different subsets, and the parameter estimation is carried out sequentially in several steps and iterations.
In this speech production model, a sequential excitation of two filters is used to produce a speech signal, a linear prediction (LP) filter is used to model the vocal tract, produces a short-term correlation present in all types of speech and a pitch filter to represent the periodicity created to the vibration of the vocal cords in voiced segments.
With all of this information as background, we estimate the cost of closing the Major airlines as if that were the equivalent of shutting down the entire system, and we will cost it as a simultaneous shutdown, although as discussed above, we model a sequential shutdown.
Furthermore, two wrapper models, a Binary Search BSS) model and a Sequential Backward Search SBSS) model are utilized to minimize the number of relevant features.
Furthermore, to cope with the curse of dimensionality which limits related current modeling approaches, a sequential model building procedure is proposed to explore and select the time varying lags of the longitudinal predictors.
We compared an unadjusted model with a sequential model that controlled for age, gender, educational attainment, migration status, self-rated health and number of chronic conditions.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com