Download Improving Efficiency by Shrinkage (Statistics: A Series of by Marvin Gruber PDF

By Marvin Gruber

Deals a remedy of alternative types of James-Stein and ridge regression estimators from a frequentist and Bayesian viewpoint. The ebook explains and compares estimators analytically in addition to numerically and comprises Mathematica and Maple courses utilized in numerical comparison.;College or collage bookshops could order 5 or extra copies at a different pupil cost, to be had on request.

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Extra info for Improving Efficiency by Shrinkage (Statistics: A Series of Textbooks and Monographs)

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61 Hoerl, A. , 33 Huang, H. , 29 Lawless, J. , 26, 556 Sinha, B. R. R. R. R. R. Rao. 121, 536 of Hoerl and Kennard, 114, 125, 129, 240, 243, 264, 270, 566 as special case of Bayes, minimax or mixed estimator, 244, 263 as special case of mixed estimator, 263 Ridge regression, 2, 7-15, 16, 112, 120, 121, 141, 144, 227, 536, 556, 580, 584 Ridge Trace, 133, 582 Seemingly unrelated equation model (SURE), 19, 526, 533, 589 Shrinkage estimators, 19, 26, 43, 45, 240 61 62 Signal to noise ratio, 274, 276 Simulated data, 405 Simulation study, 20, 40, 42, 50, 54, 55, 397, 582 Simulation studies of the performance of ridge type estimators by Delaney and Chatterjee, 164 Dempster, Shatzoff and Wermuth, 161, 163 Gibbons, 162 Hoerl, Kennard and Baldwin, 159 Hoerl, Schuenemeyer and Hoerl.

R. R. R. R. Rao. 121, 536 of Hoerl and Kennard, 114, 125, 129, 240, 243, 264, 270, 566 as special case of Bayes, minimax or mixed estimator, 244, 263 as special case of mixed estimator, 263 Ridge regression, 2, 7-15, 16, 112, 120, 121, 141, 144, 227, 536, 556, 580, 584 Ridge Trace, 133, 582 Seemingly unrelated equation model (SURE), 19, 526, 533, 589 Shrinkage estimators, 19, 26, 43, 45, 240 61 62 Signal to noise ratio, 274, 276 Simulated data, 405 Simulation study, 20, 40, 42, 50, 54, 55, 397, 582 Simulation studies of the performance of ridge type estimators by Delaney and Chatterjee, 164 Dempster, Shatzoff and Wermuth, 161, 163 Gibbons, 162 Hoerl, Kennard and Baldwin, 159 Hoerl, Schuenemeyer and Hoerl.

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