Sentence examples for R-squared significance from inspiring English sources

As is usual practice, we carefully ensured the quality of the fit (value of R-squared, significance of coefficients, over-fitting).

R-squared 0.36 0.22 Significance levels: *** = significant at the 1% level, ** = significant at the 5% level, *= significant at the 10% level .

Visibility, together with humidity, was found appropriate in predicting PM2.5 (R-squared: 0.64) and PM10 (R-squared: 0.62).

However dropping one of these items had no effect on the direction of associations and only minimal effect on the pseudo R-squared value or the significance and magnitude of the regression coefficient, hence the full set of items were retained in the analysis.

Models revealed 95% significance of confidence level with difference less than 0.2 between Pred R-Squared value of 0.9515 and Adj R-Squared.

A compiled gene list was created using a more stringent R-squared cutoff (> 0.5) from significance analysis.

A P-value of 0.05 is taken as the significance level, and higher R-squared indicated a better model fit.

All the model specifications fit well to the data set as indicated by the likelihood ratio test that the coefficient parameters are statistically significantly different from 0 at 1% significance level and the pseudo R-squared value is quite high.

Use of the spatial error and spatial lag regression improved the fit of the models in all measures; improving the significance of independent variables, increasing R-squared (a pseudo- R in spatial regression) and the log-likelihood, and decreasing the Akaike info criterion (AIC) and Schwarz criterion relative to the OLS regression.

Significance of the more complex model was assessed by its improvement of adjusted R-squared and by likelihood ratio test.

The ranges of adjusted R-squared values were 0.733 0.995 (all ps < 0.238, the linear fits for five participants failed to reach significance), 0.84 0.992 (all ps < 0.002), and 0.923 0.993 (all ps < 0.001) for target prevalence of 5, 15, and 25, respectively.