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In genetics, we have typically have many variables, but suspect that there are only a few underlying causal variants.
Pertussis notification forms have many variables, including demographic and clinical data, treatment, confirmation criteria, control measures adopted, pertussis vaccination status, hospital discharge and death.
In this case, there is no threshold dividing the classes based on variable X. Real-life applications usually have many variables, providing a much better chance to separate the classes.
We presented aIDA, a method to estimate causal effects from observational data in situations where we have many variables but only few observations, a common situation in biology due to costs of the experiments and availability of biomaterial.
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Michelle Wie respects golf - but golf has many variables and she has not tailored herself to the demands of the game.
One of the difficulties is the problem of visualizing data that has many variables.
On the other hand, fuzzy inference systems can be distinguished by their rules, but these rules are tricky to define when the system has many variables and their relationships are even more complex [22].
There exists an efficient algorithm solving a system of bivariate quadratic equations modulo N (Proposition 3.1) and a system of equations appearing in Sato-Araki scheme can be reduced to some of bivariate quadratic equations modulo N. However HS scheme has many variables, and a system of equations appearing in the scheme is not expected to be reduced to a simple system of equations even if L=K.
The cost of coffee has many variables, from quality to export tariffs in the country of origin, but the cost of roasted beans can be several times the cost of green coffee beans.
The models differed between districts but had many variables in common.
We showed that our model having few variables outperforms one having many variables in a generalization test.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com