Estimating Conditional Transfer Entropy in Time Series using Mutual Information and Non-linear Prediction

Payam Shahsavari Baboukani, Carina Graversen, Emina Alickovic +1

We propose a new estimator to measure directed dependencies in time series. The dimensionality of data is first reduced using a new non-uniform embedding technique, where the varia…