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First, it considers all training set compounds, selects the descriptor that is the best predictor of the value of the target variable (a tissue's log Kt:p in the first phase or log Vss in the second phase, in this work), adds the selected descriptor to the tree (as its root node), and partitions the training set based on the values of the selected descriptor.
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For U.S. Restaurant Properties, a Dallas real estate investment trust that specializes in fast-food and family restaurants, however, the brand name, the historical performance of the location and the intrinsic value "are better predictors of the value of the asset" than the franchisee's creditworthiness, the chief operating officer, Harry O. Davis, said.
To investigate clinical variables that are potential predictors of the value of CTv in these patients, linear regression models based on the backward Akaike Information Criterion were used.
21 Empirical studies have shown that relative advantage, ease of use, trialability, perceptions of privacy and security, age and computer experience were positive predictors of the value of PHRs for supporting communications with the doctor's office.
It requires the user to have an accurate understanding of the reasons why the data are missing (the missing data mechanism), good predictors of the value of the missing data, and assumes that the data are otherwise missing at random (MAR).
In order to make X a predictor of E, the value of p it was linked to the value of X it.
In order to make X a predictor of D, the value of r it was linked to the value of X it in the same way as for p it.
If smoothing or averaging does not seem to be helpful--i.e., if the best predictor of the next value of the time series is simply its previous value--then a random walk model is indicated.
For EQ-5D, we used the last value carried forward, as patients' last score is likely to be the best predictor of the missing value.
The model accurately predicts the scaling law observed here between the toughness and the relative density of the foams, and provides a relatively good predictor of the absolute value of fracture toughness up to a relative density near 20%, while at higher densities measured toughness values exceed predictions.
The results of this study suggest that Health Canada's use of the priority review process was not a good predictor of the therapeutic value of a drug once it is on the market.
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CEO of Professional Science Editing for Scientists @ prosciediting.com