Sentence examples for based on their explanatory from inspiring English sources

Little research has been conducted to compare these measures based on their explanatory power as predictors of nursing-sensitive outcomes.

Scientists concerned with the environmental risks of novel technologies ought not to dismiss new knowledge/phenomena and delegitimize unexpected results based on their being 'surprising' and lacking an explanatory mechanism at the time of discovery, or possibly triggering policy responses one happens to disagree with.

In this study, we used the Bayesian information criterion (BIC), where models with different sets of predictor variables (X s ) are compared based on their BIC scores, which quantify the explanatory power of a model relative to its complexity, with the lowest score indicating the model with optimal balance.

PLSR groups together explanatory variables into PCs based on their correlations with each other.

When assessing model performance, it is important to remember that explanatory models are judged based on strength of associations, whereas predictive models are judged solely based on their ability to make accurate predictions.

To evaluate the incidence of perioperative minor adverse events and to analyze patient satisfaction based on potential explanatory variables.

Fundamentally, network theory is based on two explanatory concepts.

Predicted deforestation risk was based on 2000-2005 explanatory variables and observed deforestation.

MI is an interesting approach because it uses randomized techniques to do its imputation an example of it is regression imputation, which regresses the response variable based on the explanatory variable.

Based on an explanatory sensing data, the accelerometer data, which is widely available across billions of mobile devices, this work proposed a mutual information based feature selection and sampling rate adjustment scheme, which is further extended to an interactive visualization tool to include users' preferences into the solution design space.

In a second step the paper develops a model to forecast oral healthcare sector growth based on various explanatory variables such as demographic change, take-up behaviour, medical-technical progress, oral morbidity, aggregated supply (collective dental treatment times) as well as income levels and distribution, where the latter two are considered to be of particular importance.