Numerous process capability indices, including C p , C pk , C pm , and C pmk , have been proposed to provide measures of process potential and performance. In this paper, we consider some generalizations of these four basic indices to cover non-normal distributions. The proposed generalizations are
An analysis of non-normal Markovian extremal droughts
โ Scribed by T. C. Sharma
- Publisher
- John Wiley and Sons
- Year
- 1998
- Tongue
- English
- Weight
- 259 KB
- Volume
- 12
- Category
- Article
- ISSN
- 0885-6087
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โฆ Synopsis
In many arid and semi-arid environments of the world, years of extended droughts are not uncommon. The occurrence of a drought can be reยฏected by the deยฎciency of the rainfall or stream ยฏow sequences below the long-term mean value, which is generally taken as the truncation level for the identiยฎcation of the droughts. The commonly available statistics for the above processes are mean, coecient of variation and the lag-one serial correlation coecient, and at times some indication of the probability distribution function (pdf) of the sequences. The important elements of a drought phenomenon are the longest duration and the largest severity for a desired return period, which form a basis for designing facilities to meet exigencies arising as a result of droughts. The sequences of drought variable, such as annual rainfall or stream ยฏow, may follow normal, lognormal or gamma distributions, and may evolve in a Markovian fashion and are bound to inยฏuence extremal values of the duration and severity. The eect of the aforesaid statistical parameters on the extremal drought durations and severity have been analysed in the present paper. A formula in terms of the extremal severity and the return period `T' in years has been suggested in parallel to the ยฏood frequency formula, commonly cited in the hydrological texts.
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