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Dtic Ada227395%3a Approximately Integrable Linear Statistical Models In Non Parametric Estimation by Defense Technical Information Center
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1DTIC ADA227395: Approximately Integrable Linear Statistical Models In Non-Parametric Estimation
By Defense Technical Information Center
The notion of approximately integrable linear statistical models is introduced to analyze the higher order optimality properties of some common nonparametric estimators. The approximately integrable models suggest a useful approach to a unified treatment of both regular and irregular non-parameter problems. It is shown that with such models any rate of improvement ranging from (log n) to the alpha power/squared to 1/(log...log n) to the alpha power), alpha 0, of the classical non-parametric procedures can be anticipated. Both an example of a first order asymptotically optimal estimator with the unusual rate 1/n log n and an estimator with an extremely slow unimprovable rate of convergence 1(log...log n) the alpha power are presented.
“DTIC ADA227395: Approximately Integrable Linear Statistical Models In Non-Parametric Estimation” Metadata:
- Title: ➤ DTIC ADA227395: Approximately Integrable Linear Statistical Models In Non-Parametric Estimation
- Author: ➤ Defense Technical Information Center
- Language: English
“DTIC ADA227395: Approximately Integrable Linear Statistical Models In Non-Parametric Estimation” Subjects and Themes:
- Subjects: ➤ DTIC Archive - Levit, B Y - PURDUE UNIV LAFAYETTE IN DEPT OF STATISTICS - *NONPARAMETRIC STATISTICS - *MATHEMATICAL MODELS - STATISTICAL PROCESSES - LINEARITY - POWER - OPTIMIZATION - LINEAR SYSTEMS - ESTIMATES
Edition Identifiers:
- Internet Archive ID: DTIC_ADA227395
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The book is available for download in "texts" format, the size of the file-s is: 11.31 Mbs, the file-s for this book were downloaded 50 times, the file-s went public at Tue Feb 27 2018.
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