A stochastic model has been developed to generate sequences of hourly mean wind speeds for different sites in the United Kingdom. A feature of its formulation is that three distinct wind speed regimes have been identified within a time series and each regime fitted separately. Sixteen stations provi
Fractional-difference stochastic model of evolutionary substitutions in DNA sequences
โ Scribed by Bruce J. West; David R. Bickel
- Publisher
- Elsevier Science
- Year
- 1999
- Tongue
- English
- Weight
- 116 KB
- Volume
- 256
- Category
- Article
- ISSN
- 0375-9601
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โฆ Synopsis
The number of molecular substitutions occurring in a DNA sequence over a given time is described by a fractional-difference random walk model. This is an empirically motivated stochastic model of molecular evolution and does not address the detailed evolutionary mechanisms that lead to the substitution of nucleotides. This fractal stochastic process yields a Fano Factor, the ratio of the variance to the mean in the number of molecular substitutions, that increases as a power law in time. This prediction agrees with the observed statistics across 49 different genes in mammals. The fractional-difference model of molecular evolution is episodic and can be made consistent with the punctuated equilibrium model of macroevolution.
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