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A new algorithm for variance-based importance measures and importance kernel …
Variance-based importance measure has proven itself as an effective tool to reflect the effects of input variables on the output. Owing to the desirable properties, researchers have paid lots of attention to improving efficiency in computing a variance-based importance measure. Based on the theory of point estimate, this article proposes a new algorithm,decomposing the importance measure into i…
- Edisi
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- ISBN/ISSN
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- Deskripsi Fisik
- J Risk and Reliability 227(1) 16–27 , 2012
- Judul Seri
- J Risk and Reliability
- No. Panggil
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A modified variance-based importance measure and its solution by state depend…
To overcome the disadvantage of traditional variance-based importance measures, i.e. the effects of different realizations of input variables on output response may mutually counteract each other, a modified variance-based importance measure is presented for importance analysis of the input variables. The proposed measure analyses the importance of the input variables comprehensively in terms o…
- Edisi
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- ISBN/ISSN
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- Deskripsi Fisik
- J Risk and Reliability 227(1) 3–15 E, 2012
- Judul Seri
- J Risk and Reliability
- No. Panggil
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