Therefore, there are four treatments to be considered in analysis of variance (ANOVA) which are actual data, time series, GA and simulated-based GA.
Therefore, there are four treatments to be considered in analysis of variance (ANOVA), which are actual data, time series, ANN and simulated-based ANN.
In other words, the new components replaced the old components, but the actual reported data series behind the new names reflects old components prior to 2002 and new components after 2002 (see shaded cells in Appendix 6).
Rank: Ranking of this solution for the actual data among 1,000 series of simulation (see text).
It is developed in Java and provides a user-friendly graphical user interface for performing the actual data submission, through a series of stages: (1) select all the files needed for the submission; (2) interactively group related files; (3) ensure the minimum level of metadata annotation; and (4) transfer the files via Aspera (http://asperasoft.com/) or FTP.
The simulations of both artificial time series and actual data are given to show the efficiency of the proposed approach.
In situations where actual data are not known, a series of simulations are projected using different levels of demand and supply shocks, e.g., varying dimensions of outbreak severity (minor: 15% to major: 30%), spread (local, nationwide) and duration (1 3 years).
The de-trended series is calculated by dividing the smoothened series from the actual data.
The data source is an producer which encapsulates the logic for controlling the collection and transmission of monitoring data in a series of probes which perform the actual data collection.
Therefore, we utilize an AR(1) model, and estimate the mean and variance of each time series and their trends over years based on actual data.
