Robust deviance residuals
碩士 === 國立中央大學 === 統計研究所 === 105 === Deviance plays a crucial role in model checking. It is the scaled difference between the model entertained and the so-called saturated model. Obviously, by definition deviance is model-dependent. This research explores the possibility for constructing less model-d...
| Main Authors: | , |
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| Format: | Others |
| Language: | zh-TW |
| Published: |
2017
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| Online Access: | http://ndltd.ncl.edu.tw/handle/63uy97 |
| Summary: | 碩士 === 國立中央大學 === 統計研究所 === 105 === Deviance plays a crucial role in model checking. It is the scaled difference between the model entertained and the so-called saturated model. Obviously, by definition deviance is model-dependent. This research explores the possibility for constructing less model-dependent or robust deviances that can be used for checking the appropriateness of a regression specification without knowing the true underlying distribution.
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