Simple Regression in Light of Future Data
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- Takezawa Kunio
- National Agricultural Research Center
Bibliographic Information
- Other Title
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- 将来のデータに照らした単回帰
- ショウライ ノ データ ニ テラシタ タンカイキ
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Abstract
Simple regression using maximization of log likelihood in light of future data is attempted. Conventional maximum likelihood method is regarded as maximization of log likelihood in light of data at hand. Simple regression using maximization of log likelihood in light of future data gives a bias to the gradient. Extent of bias is yielded by the gradient given by least squares and the variance of the gradient. Use of this bias provides better regression equations than the conventional maximum likelihood method in terms of log likelihood in light of future data.
Journal
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- Ouyou toukeigaku
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Ouyou toukeigaku 41 (1), 39-52, 2012
Japanese Society of Applied Statistics
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Keywords
Details 詳細情報について
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- CRID
- 1390001204441183104
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- NII Article ID
- 10030592399
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- NII Book ID
- AN00330942
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- ISSN
- 18838081
- 02850370
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- NDL BIB ID
- 023772318
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- Text Lang
- ja
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- Data Source
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- JaLC
- NDL
- Crossref
- CiNii Articles
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- Abstract License Flag
- Disallowed