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Modeling wind energy flux by a birnbaum-saunders distribution with an unknown shift parameter
- Source :
- JOURNAL OF APPLIED STATISTICS, Artículos CONICYT, CONICYT Chile, instacron:CONICYT
- Publication Year :
- 2011
- Publisher :
- TAYLOR & FRANCIS LTD, 2011.
-
Abstract
- In this paper, we discuss a Birnbaum–Saunders distribution with an unknown shift parameter and apply it to wind energy modeling. We describe structural aspects of this distribution including properties, moments, mode and hazard and shape analyses. We also discuss estimation, goodness of fit and diagnostic methods for this distribution. A computational implementation in R language of the obtained results is provided. Finally, we apply such results to two unpublished real wind speed data from Chile, which allows us to show the characteristics of this statistical distribution and to model wind energy flux.
- Subjects :
- Statistics and Probability
Hazard (logic)
021103 operations research
Wind power
Distribution (number theory)
business.industry
0211 other engineering and technologies
Mode (statistics)
Flux
02 engineering and technology
Birnbaum–Saunders distribution
01 natural sciences
Wind speed
010104 statistics & probability
Goodness of fit
Econometrics
Statistical physics
0101 mathematics
Statistics, Probability and Uncertainty
business
Mathematics
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- JOURNAL OF APPLIED STATISTICS, Artículos CONICYT, CONICYT Chile, instacron:CONICYT
- Accession number :
- edsair.doi.dedup.....1d56fd24ece335dc20dc0d3521a57c67