You are not currently logged in.
Access JSTOR through your library or other institution:
Methods for the Analysis and Prediction of Warranty Claims
J. D. Kalbfleisch, J. F. Lawless and J. A. Robinson
Vol. 33, No. 3 (Aug., 1991), pp. 273-285
Published by: Taylor & Francis, Ltd. on behalf of American Statistical Association and American Society for Quality
Stable URL: http://www.jstor.org/stable/1268780
Page Count: 13
You can always find the topics here!Topics: Statistical estimation, Cost estimates, Automobiles, Statistics, Estimators, Modeling, Analytical estimating, Point estimators, Statistical variance, Estimation methods
Were these topics helpful?See something inaccurate? Let us know!
Select the topics that are inaccurate.
Preview not available
This article discusses methods whereby reports of warranty claims can be used to estimate the expected number of warranty claims per unit in service as a function of the time in service. These methods provide estimates that are adjusted for delays or lags corresponding to the time from the claim until it is entered into the data base used for analysis. Forecasts of the number and cost of claims on the population of all units in service are also developed, along with standard errors for these forecasts. The methods are based on a log-linear Poisson model for numbers of warranty claims. Both the case of a known distribution of reporting lag and simultaneous estimation of that distribution are considered. The use of residuals for model checking, extensions to allow for extra-Poisson variation, and the estimation of warranty costs are also considered.
Technometrics © 1991 American Statistical Association