• Credit scoring, response modelling and insurance rating : a practical guide to forecasting consumer behaviour
  • [NT 42944] Record Type: [NT 8598] Electronic resources : [NT 40817] monographic
    [NT 47348] Title Information: a practical guide to forecasting consumer behaviour
    [NT 47261] Author: FinlaySteven, 1969-
    [NT 47356] Secondary Intellectual Responsibility: Palgrave Connect (Online service)
    [NT 47351] Place of Publication: Houndmills, Basingstoke New York
    [NT 47263] Published: Palgrave Macmillan;
    [NT 47352] Year of Publication: 2010
    [NT 47264] Description: 1 online resource (xiv, 280 p.)ill. :
    [NT 47266] Subject: Credit analysis. -
    [NT 47266] Subject: Consumer behavior - Forecasting. -
    [NT 47266] Subject: Consumer credit. -
    [NT 47266] Subject: BUSINESS & ECONOMICS - Consumer Behavior. -
    [NT 51458] Online resource: http://www.palgraveconnect.com/doifinder/10.1057/9780230298989An electronic book accessible through the World Wide Web; click for information
    [NT 47265] Notes: Description based on print version record.
    [NT 51398] Summary: Within the financial services industry today, most decisions on how to deal with consumers are made automatically by computerized decision making systems. At the heart of these systems lie mathematically derived forecasting models. These use information about people and their past behaviour, to predict how people are likely to behave in the future. For example, who is likely to repay a loan, who will respond to a mail shot and the likelihood that someone will claim on their household insurance policy. Decisions about how to treat people are then made on the basis of the predictions calculated by the system. This book provides a step-by-step guide to how the forecasting models used by the worlds leading financial institutions are developed and deployed. It covers all stages involved in the construction of such a model, including project management, data collection, sampling, data pre-processing, model construction, validation, implementation and post-implementation monitoring of the model's performance.
    [NT 50961] ISBN: 9780230298989electronic bk.
    [NT 50961] ISBN: 0230298982electronic bk.
    [NT 50961] ISBN: 9780230577046hardback
    [NT 50961] ISBN: 0230577040hardback
    [NT 60779] Content Note: Project Planning Sample Selection Gathering and Preparing Data Understanding Relationships In Data Data Pre-Processing Model Construction (Parameter Estimation) Validation, Model Performance and Cut-off Strategy Sample Bias and Reject Inference Implementation and Monitoring.
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