Introduction: Improving correlation as a measure of dependence | Newer measures of dependence | Granger Causality Testing | Generalized Canonical Correlations | Final Remarks

Pearson correlation as a measure of dependence | Block version of matrix of generalized correlation coefficients | Block versions of partial correlations | Conclusion

Introduction | Kernel Causality Explained | A Bootstrap Exogeneity Test | Application Examples | Summary and Final Remarks

Introduction | Background and Inference for the r*-based Criterion Cr3 | Kernel Regression Model Comparisons for Cr1 and Cr2 | Causation After Removing Effect of Some Variables | Benchmark Application | Summary and Concluding Remarks

Introduction | Main Result and Definition of Kernel Exogeneity | Kernel Causality Explained | Simulation for Checking Decision Rules | A Bootstrap Exogeneity Test | Application Examples | Summary and Final Remarks