Compared to rational hypothesis-driven research methods (upper panel), data-driven analysis (lower panel) does not imply reductions neither of the number of hypothesis that could be studied (i.e. including dynamical interactions), nor of the obtained data that is used to extract relevant information.
In addition, structural capabilities were important for data-driven improvement for both MA panel management and CHW community-based care.
They're big and small, physical and data-driven, as simple as installing rooftop solar panels or as complex as applying algorithms to analyze and reduce energy consumption.
U.S. Chief Technology Officer Megan Smith, SB '86, SM '88, joins a panel of executive branch staffers to discuss data-driven justice, digital government, and new opportunities for open data and community engagement.
The 770 genes included in the PanCancer Pathways Panel were selected using a biology-guided, data-driven methodology that provides high confidence that the gene variance within each cancer pathway was captured.
Now they all have instrument panels and have a culture of being data-driven.
Two years ago, the United States Congress appointed a bipartisan panel, the Charles Colson Task Force on Federal Corrections, to develop practical, data-driven ideas for enhancing public safety and creating a more just and efficient prison system.
Several expert panels have observed that despite the excitement surrounding RGD, quantitative, data-driven decision-making approaches that learn patients' dose response and incorporate this information into adaptive dosing strategies are lagging behind.
The method is also completely data-driven such that a researcher simply lets the data (consisting of E, D, and a panel of PVs) speak for themselves.
In the upper panel of Figure 5 we show how the permeability changes over time for a data-driven simulation with (N=100) individuals, (a=0.1), (b=0.5) and (p=0), i.e., for 100% synergy.
Fama's work was largely data-driven.
