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Fundamentals of Statistics with Fuzzy Data
This research monograph presents basic foundational aspects for a theory of statistics with fuzzy data, together with a set of practical applications. Fuzzy data are modeled as observations from random fuzzy sets. Theories of fuzzy logic and of random closed sets are used as basic ingredients in bui...
| Clasificación: | Libro Electrónico |
|---|---|
| Autores principales: | , |
| Autor Corporativo: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Berlin, Heidelberg :
Springer Berlin Heidelberg : Imprint: Springer,
2006.
|
| Edición: | 1st ed. 2006. |
| Colección: | Studies in Fuzziness and Soft Computing,
198 |
| Temas: | |
| Acceso en línea: | Texto Completo |
MARC
| LEADER | 00000nam a22000005i 4500 | ||
|---|---|---|---|
| 001 | 978-3-540-31697-8 | ||
| 003 | DE-He213 | ||
| 005 | 20220117045014.0 | ||
| 007 | cr nn 008mamaa | ||
| 008 | 100806s2006 gw | s |||| 0|eng d | ||
| 020 | |a 9783540316978 |9 978-3-540-31697-8 | ||
| 024 | 7 | |a 10.1007/11353492 |2 doi | |
| 050 | 4 | |a QA273.A1-274.9 | |
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| 082 | 0 | 4 | |a 519.2 |2 23 |
| 100 | 1 | |a Nguyen, Hung T. |e author. |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 245 | 1 | 0 | |a Fundamentals of Statistics with Fuzzy Data |h [electronic resource] / |c by Hung T. Nguyen, Berlin Wu. |
| 250 | |a 1st ed. 2006. | ||
| 264 | 1 | |a Berlin, Heidelberg : |b Springer Berlin Heidelberg : |b Imprint: Springer, |c 2006. | |
| 300 | |a X, 196 p. |b online resource. | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 347 | |a text file |b PDF |2 rda | ||
| 490 | 1 | |a Studies in Fuzziness and Soft Computing, |x 1860-0808 ; |v 198 | |
| 505 | 0 | |a Introduction -- Set-valued Data -- Modeling of fuzzy data -- Random fuzzy sets -- Aspect of statistical Inference -- Convergence of random fuzzy sets -- Fuzzy Statistical Analysis and Estimation -- Testing Hypothesis with Fuzzy Data -- Fuzzy Time Series Analysis and Forecasting. | |
| 520 | |a This research monograph presents basic foundational aspects for a theory of statistics with fuzzy data, together with a set of practical applications. Fuzzy data are modeled as observations from random fuzzy sets. Theories of fuzzy logic and of random closed sets are used as basic ingredients in building statistical concepts and procedures in the context of imprecise data, including coarse data analysis. The monograph also aims at motivating statisticians to look at fuzzy statistics to enlarge the domain of applicability of statistics in general. HUNG T. NGUYEN is a professor of Mathematical Sciences at New Mexico State University, USA. BERLIN WU is a professor of Mathematical Sciences at National Chengchi University, Taipei, Taiwan. | ||
| 650 | 0 | |a Probabilities. | |
| 650 | 0 | |a Engineering mathematics. | |
| 650 | 0 | |a Engineering-Data processing. | |
| 650 | 0 | |a Artificial intelligence. | |
| 650 | 0 | |a Statistics . | |
| 650 | 0 | |a Mathematics. | |
| 650 | 1 | 4 | |a Probability Theory. |
| 650 | 2 | 4 | |a Mathematical and Computational Engineering Applications. |
| 650 | 2 | 4 | |a Artificial Intelligence. |
| 650 | 2 | 4 | |a Statistics in Engineering, Physics, Computer Science, Chemistry and Earth Sciences. |
| 650 | 2 | 4 | |a Applications of Mathematics. |
| 700 | 1 | |a Wu, Berlin. |e author. |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 710 | 2 | |a SpringerLink (Online service) | |
| 773 | 0 | |t Springer Nature eBook | |
| 776 | 0 | 8 | |i Printed edition: |z 9783642068577 |
| 776 | 0 | 8 | |i Printed edition: |z 9783540819981 |
| 776 | 0 | 8 | |i Printed edition: |z 9783540316954 |
| 830 | 0 | |a Studies in Fuzziness and Soft Computing, |x 1860-0808 ; |v 198 | |
| 856 | 4 | 0 | |u https://doi.uam.elogim.com/10.1007/11353492 |z Texto Completo |
| 912 | |a ZDB-2-ENG | ||
| 912 | |a ZDB-2-SXE | ||
| 950 | |a Engineering (SpringerNature-11647) | ||
| 950 | |a Engineering (R0) (SpringerNature-43712) | ||