Estimation of the reciprocal of the mean of the Inverse Gaussian distribution with prior information

Autor: SINGH, HOUSILA P., School Of Studies In Statistics-Vikram University, Ujjain, PANDIT, SHEETAL
Jazyk: angličtina
Rok vydání: 2013
Předmět:
Zdroj: Statistica, Vol 68, Iss 2, Pp 201-216 (2013)
ISSN: 1973-2201
Popis: This paper considers the problem of estimating the reciprocal of the mean of the Inverse Gaussian distribution when a prior estimate or guessed value λ0 of the shape parameter λ is available. We have proposed a class of estimators with its mean squared error formula. Realistic conditions are obtained in which the estimator is better than usual estimator, uniformly minimum variance unbiased estimator (UMVUE) and the minimum mean squared error estimator (MMSE). Numerical illustrations are given in support of the present study.
Statistica; Vol 68, No 2 (2008); 201-216
Databáze: OpenAIRE