What if we do not know correlations?
© 2018, Springer International Publishing AG. It is well know how to estimate the uncertainty of the result y of data processing if we know the correlations between all the inputs. Sometimes, however, we have no information about the correlations. In this case, instead of a single value σ of the sta...
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th-cmuir.6653943832-439282018-01-24T04:15:19Z What if we do not know correlations? Michael Beer Zitong Gong Ingo Neumann Songsak Sriboonchitta Vladik Kreinovich © 2018, Springer International Publishing AG. It is well know how to estimate the uncertainty of the result y of data processing if we know the correlations between all the inputs. Sometimes, however, we have no information about the correlations. In this case, instead of a single value σ of the standard deviation of the result, we get a range [σ̲,σ¯] of possible values. In this paper, we show how to compute this range. 2018-01-24T04:15:19Z 2018-01-24T04:15:19Z 2018-01-01 Book Series 1860949X 2-s2.0-85038842719 10.1007/978-3-319-73150-6_5 https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85038842719&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/43928 |
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© 2018, Springer International Publishing AG. It is well know how to estimate the uncertainty of the result y of data processing if we know the correlations between all the inputs. Sometimes, however, we have no information about the correlations. In this case, instead of a single value σ of the standard deviation of the result, we get a range [σ̲,σ¯] of possible values. In this paper, we show how to compute this range. |
| format |
Book Series |
| author |
Michael Beer Zitong Gong Ingo Neumann Songsak Sriboonchitta Vladik Kreinovich |
| spellingShingle |
Michael Beer Zitong Gong Ingo Neumann Songsak Sriboonchitta Vladik Kreinovich What if we do not know correlations? |
| author_facet |
Michael Beer Zitong Gong Ingo Neumann Songsak Sriboonchitta Vladik Kreinovich |
| author_sort |
Michael Beer |
| title |
What if we do not know correlations? |
| title_short |
What if we do not know correlations? |
| title_full |
What if we do not know correlations? |
| title_fullStr |
What if we do not know correlations? |
| title_full_unstemmed |
What if we do not know correlations? |
| title_sort |
what if we do not know correlations? |
| publishDate |
2018 |
| url |
https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85038842719&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/43928 |
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1681422464720044032 |