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With few time periods estimators, ordinary least square (OLS) estimates would be biased.
This study, with few time points cannot determine the rate or the pattern of NO-induced apoptosis to be parabolic, logarithm, linear or variable.
Based on this error estimator, we suggest a new post-processing procedure (containing additional time integration of elastodynamics equations by the trapezoidal rule with few time increments) that systematically improves the order of accuracy of numerical results, with the increase in the number of additional time increments used for post-processing.
For comparison, we also applied the clustering tool STEM [ 8] which was specifically designed for the analysis of gene expression time course data with few time points.
This estimator is ideal for repeated panels with few time periods where autocorrelation within countries, unobserved fixed effects across countries, and endogenous independent variables could otherwise bias the results (Roodman, 2009).
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In Section 7, we therefore propose two adaptive scheduling algorithms that show good performance also for short time-windows with few time-slots.
Through the results, it is found that the efflorescence cannot be completely removed, but the area can be dramatically reduced with few times of efflorescence removal.
Specifically, we demanded that the method should (i) be able to work with time-series data with few time-points, that it be robust to (ii) noise and (iii) time lags and (iv) that it deliver directly interpretable results to facilitate hypothesis generation.
With fewer time limitations, these allow students to stop and start modules according to their own needs.
An alternative that also exploits the overhearing capabilities of transmitting nodes with fewer time slots is proposed in [25].
This demonstrates the higher uncertainty associated with fewer time points.
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