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In both cases we are examining "consensus" figures that is, a mean of forecasts from all participating analysts–and in both cases we disregarded nonrecurring items.
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An Ex-ante approach with reference to water resources is basically a means of forecasting that predicts the probability of incurring loss due to various natural and anthropogenic activities (Dolma et al. 2015; Helming et al. 2008).
Secondly, irrespective of the techniques, when we consider the last 8 years of past data for the training purpose the result is found to be relatively more accurate, and the ensemble mean of forecast with 8 and 9 years of training period gives the best result among all the trials.
Essentially, it was more a way of scheduling manufacturing targets than a means for forecasting the performance of future processors.
The biggest concern: that the Accelerated Climate Modeling for Energy (ACME) project, meant to forecast local impacts of climate change and to be used on DOE's future exascale supercomputers, would dilute resources from the Community Earth System Model (CESM).
Thus, a means for forecasting the behaviour of stochastic reaction networks in an efficient, yet accurate manner is essential to understand cellular regulatory mechanisms.
Sustainable biodiversity and land management require a cost-effective means of forecasting landscape response to environmental change.
How does the FiveThirtyEight model — where Barack Obama's probability of winning the Electoral College recently ticked above 70 percent — compare against alternative means of forecasting the election?
The current literature on winter maintenance practices is split into two segments: means of forecasting weather in order to plan proper winter maintenance, and optimization of maintenance operations.
Thus, an overflow analysis that reflects both extreme hydrologic events and more frequent flooding due to climate change could provide a more reliable means of forecasting extreme events, as well as helping to prevent natural disasters associated with unexpected extreme flooding.
The second part, discussed below, requires the use of statistics and probabilities as the major means of forecasting and communicating volcanic hazards.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com