The crucial point of the data-worth framework is represented by the so-called pre-posterior analysis.
In this paper, we develop a stochastic data-worth framework with the purpose of estimating the economic opportunity of subsurface investigation programs.
The sequential data worth analysis framework is examined by a number of cases, including under different irrigation intensities, with different prior data (existing observations that have already been collected), and with data of various depths and different measurement errors.
Integration of the Ensemble Kalman Filter method within a data-worth analysis framework enables us to assess data worth sequentially, which is a key desirable feature for monitoring scheme design in a contaminant transport scenario.
By introducing the data-worth analysis framework coupled with Ensemble Kalman Filter (EnKF), this real-world case study attempts to assess the worth of potential soil moisture observations before data collection.
As a computationally efficient scheme, we embed in the data-worth analysis framework a modified version of the Probabilistic Collocation Method-based Ensemble Kalman Filter proposed by Zeng et al. (2011) so that we take advantage of the ability to assimilate data sequentially in time through a surrogate model constructed via the polynomial chaos expansion.
The service has established the four year framework, worth between £102m and £200m, on behalf of a range of authorities including central government departments and their arms' length bodies and agencies.
Even so, there was near unanimity among Mr. Obama's advisers that making those cuts was worth getting a framework that would avoid a debt default and begin to put the nation on a different fiscal trajectory.
An action research approach was also an efective method of "convincing" clinicians of the worth of the framework and classifcation, a point of concern which has also been raised within the literature [ 4].
A Department for Education (DfE) framework agreement worth £575m has been awarded to 18 suppliers.
This provides a snapshot of your financial health and net worth -- and a framework for future investing and budgeting decisions.
