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Functional logistic regression has been developed to forecast a binary response variable from a functional predictor.
Diagnostic biomarkers can be used to stratify patient populations into personalized treatment regimens, whereas predictive biomarkers can forecast a pharmacotherapeutic response (positive or negative).
Overall, forecasting any response value in a process with drastic changes dealing with an input parameter level falling beyond the originally considered region is expected to have a significantly larger error compared to those which located within the investigated space and have closer values to the input parameters' average (Al-Ghamdi and Taylan 2015).
Forecasting future response behaviour of a semi-arid catchment in terms of runoff coefficient being trivial, an attempt has been made to apply an artificial neural network (ANN) model to forecast the runoff coefficients (ROC) for the rapidly urbanizing Notwane catchment system in Botswana.
Sustainable biodiversity and land management require a cost-effective means of forecasting landscape response to environmental change.
Thus, an understanding of the resilience threshold to fire for these ecosystems, and the linkages with fuel modification, is crucial to forecasting their response to global changes.
"Whilst we would normally hesitate to change a Bank Rate forecast in response to a single speech this time is different: the Governor's assessment of the risks now points in the same direction as our own and the financial markets'".
They can thus not be used to forecast the response of a larger population or even of a different expert panel.
Our R&D programme has led to improved flood warning and forecasting, better incident response, and improved design and maintenance of flood defences – making communities safer," said an EA spokesman.
"The Siege" came eerily close to forecasting America's response to the September 11th attacks: the increased use of wiretaps, torture and racial profiling.
The research results are beneficial to the design of mooring systems and are significant for forecasting the motion response characteristics of floating tidal current power stations.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com