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Publication IV proposes a hybrid methodology for non-linear causal analysis based on non-parametric multiplicative regression (NPMR) for detecting the propagation path of disturbances in control loops. The estimator is applied to both pairwise and multivariate estimations while the connectivity information is automatically integrated into the analysis by utilizing the search algorithm. Outside of the thesis scope are fault detection analysis, corrective actions such as