Exploratory Causal Analysis with Time Series Data (Synthesis Lectures on Data Mining and Knowledge Discovery) by James M. McCracken (author)

Soft cover. Condition: As New. This book has been in storage since publication and is unread. Hence the description as new.

Published by Morgan & Claypool Publishers, 2016

Synopsis: Many scientific disciplines rely on observational data of systems for which it is difficult (or impossible) to implement controlled experiments. Data analysis techniques are required for identifying causal information and relationships directly from such observational data. This need has led to the development of many different time series causality approaches and tools including transfer entropy, convergent cross-mapping (CCM), and Granger causality statistics.