Id: 041778 Credits Min: 3 Credits Max: 3

Description

This class first builds the fundamentals for the advanced predictive modeling techniques in various domains of business. It also covers the methods to combine forecasts from various prediction models. then it explores the integration methods of structural equation modeling (covariance-based and partial least squares-based) along with the prediction modeling approaches, all of which are encompassed within the term of causal analytics.

Prerequisites

MIST.7370 Multivariate Statistical Methods, and COMP.5450 Machine Learning, or COMP.5440 Data Mining, or COMP.5430 Artificial Intelligence, or permission of instructor.

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