It can be used for nearly any forecasting, estimation, or decision-making problem [13].
In addition, the miRNA signature could be used for myeloma stratification, prognosis estimation, prediction of therapeutic efficacy, maintenance of surveillance following treatment or forecasting of disease recurrence.
In track precipitation forecasting, parameter estimation is done using the seasonal precipitation data covering the period of 1959 2000 and the estimated parameter(s) is are) used to forecast the precipitation in 2001.
In cross-validation precipitation forecasting, parameter estimation is done using the seasonal precipitation data covering the calibration period, such as 1959 2000, and then the estimated parameter(s) is are) used to forecast the seasonal precipitation for the verification period, such as 2001 2010.
By contrast, forecasts represent estimation of future rates taking into account expected changes in the factors determining the risk, or outcome, of the disease concerned.
We also assume that the network dimensioning must be performed considering the traffic estimation forecast for the incoming 5 years (details of the forecast evolution were given in the previous subsection, further details are available in [19]).
Using the median as a point forecast measure, the estimation results inform us that the counterfactual female aggregate is 0.4 percentage points higher than the corresponding male aggregate.
Meanwhile, the comparisons have shown that the proposed approach performs better than the other two methods in both production forecast and EUR estimation, in both short and long production histories.
Potential users are then left with the option of using either a high-resolution rainfall forecast without uncertainty estimation and/or an ensemble with a spectrum of plausible rainfall values, but at a coarser spatial scale.
Much of the relevant literature regarding temporal forecasting and "duration estimation" has dealt with smaller quantities of time (e.g., a day or less).
