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Least Squares with Simulated Means for a Problem in Fibre Strength Testing

Martin Crowder
Journal of the Royal Statistical Society. Series C (Applied Statistics)
Vol. 43, No. 1 (1994), pp. 109-115
Published by: Wiley for the Royal Statistical Society
DOI: 10.2307/2986115
Stable URL: http://www.jstor.org/stable/2986115
Page Count: 7
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Least Squares with Simulated Means for a Problem in Fibre Strength Testing
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Abstract

Some data on the strength of carbon fibres are tackled. A simple stochastic-physical model for the data proves to give rise to an intractable likelihood function but can be used straightforwardly to produce simulated realizations. This suggests a method of estimation that is alternative to maximum likelihood based on simulation. A version of least squares with simulated means is employed.

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