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Credit scoring, response modeling and insurance rating: a practical guide to forecasting consumer behavior

Research output: Book/Report/ProceedingsBook

Published
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Abstract

This book provides a step-by-step guide to how predictive analytics is used by some of the world's most influential organizations. This includes international banks, leading insurance providers, credit reference agencies and national governments. It covers all stages of the predictive analytics process, including project management, data collection, sampling, data transformation and pre-processing, model construction, validation, implementation and post-implementation monitoring of the model's performance.