Correlation analysis Table 3 showcases the Pearson correlation results pertaining to the variables under consideration. Companies that have highly skilled financial directors serving on their ACs have been observed to exhibit a notable and inverse relationship with accretive share repurchases. Furthermore, ...
Table 6 R-Squared values across models Full size table Discussion Our analysis yielded several key findings that shed light on the relationships between work-life conflict and various dimensions of well-being. First, we observed significant negative correlations between work-life conflict and both fam...
R squared (fixed/random) 0.02/0.14 0.02/0.14 N 294,326 184,256 Notes: Multilevel models with random intercepts for country-waves and countries; p-values are adjusted for multiple tests with 5 dependent variables. Regressions also include controls for age, gender, income, and GDPc (not shown...
Lay forecasters were also poorly calibrated regarding the relative performance of the interventions: the Pearson correlation between their eight (median) forecasts and the actual regression-estimated performance of each intervention was −0.01 (Fig. 3). Fig. 3: Forecasted intervention effects by ...
(testHouseData);vartestPriceDataView = model.Transform(testHouseDataView);varmetrics = mlContext.Regression.Evaluate(testPriceDataView, labelColumnName:"Price"); Console.WriteLine($"R^2:{metrics.RSquared:0.##}"); Console.WriteLine($"RMS error:{metrics.RootMeanSquaredError:0.##}");// R^2...
(testHouseData);vartestPriceDataView = model.Transform(testHouseDataView);varmetrics = mlContext.Regression.Evaluate(testPriceDataView, labelColumnName:"Price"); Console.WriteLine($"R^2:{metrics.RSquared:0.##}"); Console.WriteLine($"RMS error:{metrics.RootMeanSquaredError:0.##}");// R^2...
c Model includes time-averages of all time-varying covariates; R-squared is correlation-squared in columns 3 and 4. The results from Table 3, Table 4, Table 5 are consistent across models and estimator choice. They show that using storage chemicals after the previous harvest is associated wit...
using the dist.topo function from the ape package in R. The pairwise distance matrix of the species phylogenetic tree and the expression tree was obtained by ETE Toolkit [51] and tested for correlation between phylogenetic and expression matrices with Mantel tests using the mantel library in ...
(testHouseData);vartestPriceDataView = model.Transform(testHouseDataView);varmetrics = mlContext.Regression.Evaluate(testPriceDataView, labelColumnName:"Price"); Console.WriteLine($"R^2:{metrics.RSquared:0.##}"); Console.WriteLine($"RMS error:{metrics.RootMeanSquaredError:0.##}");// R^2...
Adjusted R-squared 0.1756 0.1911 0.2183 0.1578 0.2825 Notes: Standard errors in parentheses. *p < 0.1, ** p < 0.05, *** p < 0.01. According to Table 5 and Table 6, it can be also found that the Water Rights Reform and South-to-North Water Diversion can significantly red...