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With considerable help from the actuaries and other officials at the Social Security Administration, we unearthed how the agency makes mortality forecasts and uses them to predict the program's solvency.
The Temporal-Probabilistic Rule System, a program his team has developed using $600,000 of American-army money, looks at 770 social and political indicators and uses them to predict attacks by Lashkar-e-Taiba, a guerrilla group based in Pakistan-administered Kashmir.
It draws from users' existing wishlists and uses them to predict other items they would like.
Ava's fertility tracking bracelet is worn only while a woman is sleeping and automatically collects these data points and uses them to predict her fertile window.
Part 1 uses Marx's theories of the transition in England, of colonisation, and of ideology, to construct an accounting history model of America's transition to capitalism that identifies the dominant social relations of production and calculative mentalities, and uses them to predict the accounting signatures and political ideologies we should observe if the theories are correct.
It estimates gene-gene interaction coefficients from the control data and uses them to predict the target genes in the non-control data.
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We developed a framework to extract more than 1400 features from standard mobile phone data and to use them to predict useful individual characteristics and group estimates.
We developed a framework to extract more than 1400 features from standard mobile phone data and used them to predict useful individual characteristics and group estimates.
After selecting relevant descriptors for each ORN (cf. next section), we trained 30,000 ANN models per ORN, selected those with the highest predictive power, and used them to predict ORN responses to 21 compounds, which were subsequently tested in vivo (in the following referred to as "test data").
16 Our work extends this effort by introducing a new burden score, integrating it with other sociodemographic and clinical measures, using them to predict specific outcomes, and validating a prediction tool in more than 75 000 patients admitted across two hospital systems.
The utility of inferred relationship matrices can be validated in the normal manner that is, by using them to predict genetic merit for complex phenotypes using best linear unbiased prediction (BLUP) and evaluating their accuracy.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com