ECON7970 Applied Predictive Modelling (3 units)
- ECON7880 Foundations in Big Data Analytics: Concepts and Techniques and ECON7900 Statistics for Data Science
- Medium of Instruction:
The course provides an introduction of a variety of predictive models useful for business operations and marketing analysis. It includes count data models, association rules and structural equations modelling. The data pre-processing such as dimension reduction, statistics for model evaluation, predictions and interpretation will be covered. A diverse set of real-world examples will be used to demonstrate the applicability of those methods.
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