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Pitman nearness comparisons of Stein-type estimators for regression coefficients in replicated experiments
Authors:C R Rao  V K Srivastava  H Toutenburg
Institution:1. Department of Statistics, The Pennsylvania State University, 16802, University Park, PA, USA
2. Institut für Statistik, Universit?t München, D-80799, München, Germany
3. Department of Statistics, Lucknow University, 226007, Lucknow, India
Abstract:This paper presents a comparative study of the performance properties of one unbiased and two Stein-type estimators for combining the estimates of coefficients in a linear regression model when data sets are available from replicated experiments conducted at possibly different stations.
Keywords:bias  generalized Pitman nearness  least squares estimators  mean squared error  Stein-type estimator
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