Forecasting warranty claims for recently launched products

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چکیده

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Forecasting warranty claims for recently launched products

Forecasting warranty claims for recently launched products that have short histories of claim records is vitally important for manufacturers in preparing their fiscal plans. Since the amount of historical claim data for such products is not large enough, developing forecasting models with good performance has been a difficult problem. The objective of this paper is to develop an algorithm for f...

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Forecasting the number of warranty claims is vitally important for manufacturers/warranty providers in preparing fiscal plans. In existing literature, a number of techniques such as log-linear Poisson models, Kalman filter, time series models, and artificial neural network models have been developed. Nevertheless, one might find two weaknesses existing in these approaches: (1) they do not consi...

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ژورنال

عنوان ژورنال: Reliability Engineering & System Safety

سال: 2012

ISSN: 0951-8320

DOI: 10.1016/j.ress.2012.06.008