A nonlinear causality estimator based on non-parametric multiplicative regression

Keyphrases

• Nonparametric multiplicative Regression 100%
• Nonlinear Causality 100%
• Artificial Data 50%
• Causal Prediction 50%
• Linear Granger Causality 50%
• Causal Relationship 25%
• Model Prediction 25%
• Popular 25%
• Brain Regions 25%
• Response Variable 25%
• Cognitive Task 25%
• Nonlinear Relationship 25%
• Pairwise Granger Causality 25%
• Sensitivity Index 25%
• Non-parametric Approach 25%
• Physiologically Relevant 25%
• Causal Connection 25%
• Autoregressive Model 25%
• Multivariate Time Series 25%
• Kernel Causality 25%
• Brain Disorders 25%
• Neuroscience Application 25%
• Predictor Variables 25%
• Physiological Data 25%
• Conditional Granger Causality 25%
• Multivariate Estimation 25%
• Variable Effect 25%

Mathematics

• Parametric 100%
• Multiplicative 100%
• Real Data 25%
• Conditionals 25%
• Causal Connection 25%
• Predictor Variable 25%
• Nonlinear Relationship 25%
• Sensitivity Measure 25%
• Response Variable 25%
• Causal Relationship 25%

Neuroscience

• Granger Causality 100%
• Brain Areas 33%
• Brain Disease 33%
• Neurobiology 33%