Sentence examples for approaches including logistic from inspiring English sources

Our results showed that P-values for the mutual information-based statistics were smaller than that obtained by other approaches including logistic regression models.

Our results showed that P-values for the mutual information-based statistics were much smaller than that obtained by other approaches including logistic regression models.

Analysis of contingency tables and correlation between the different groups assumed different statistical approaches including logistic regression, multivariate analysis and chi-square test.

Different multivariate approaches will be undertaken including logistic regression and linear regression.

An increasing availability of high-throughput SNP data has led to the development of various statistical approaches for effectively analyzing epistasis among multiple polymorphisms, including logistic regression, multifactor dimensionality reduction (MDR), Bayesian analysis, and machine learning [15], [21], [30] [32].

Final harvest data were explored with linear and non-linear regression including logistic sigmoid and logistic with hormesis approaches (Stephenson et al. 2000), with the models selected being those with lowest variance of residuals.

The binary response data lends itself to a number of possible approaches including binary GLM with the logistic link function (logistic regression) and a Poisson GLM with a log link function (Poisson regression).

The present study implements and compares three mapping approaches including Multi-Criteria Evaluation (MCE), Logistic Regression (LR) and Multi-layer Perceptron (MLP) neural network in a GIS environment for landscape aesthetic suitability mapping in the Ziarat watershed basin of northeastern Iran.

Further, five different machine learning approaches including Random Forest (RF), Ridge Classifier (RC), Logistic Regression (LR), Decision Tree (DT) and Support Vector Classification (SVC) were used to establish different PCM models.

Popular linkage approaches included multiple regression (Logistic, Linear, Poisson), spatial analysis (Cluster analysis, Digital mapping, etc).

A three-step analytical approach including multiple binary logistic regression analysis was chosen to identify the predictors of therapy success with the success criterion as the dependent variable.