CoSMoS-MATLAB
Complete Stochastic Modelling Solution (CoSMoS)
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CoSMoS-MATLAB is a MATLAB package that makes time series generation with desired properties easy. Just choose the characteristics of the time series you want to generate, and it will do the rest. The generated time series preserve any probability distribution and any linear autocorrelation structure. Users can generate as many and as long time series from processes such as precipitation, wind, temperature, relative humidity etc. It is based on a framework that unified, extended, and improved a modeling strategy that generates time series by transforming “parent” Gaussian time series having specific characteristics (Papalexiou, 2018).
Cite As
Hobbi, S., Rajulapati, C. R., & Papalexiou, S. M. (2019). CoSMoS-MATLAB: Complete Stochastic Modelling Solution. https://www.mathworks.com/matlabcentral/fileexchange/73051
Papalexiou, S. M. (2018). Unified theory for stochastic modelling of hydroclimatic processes: Preserving marginal distributions, correlation structures, and intermittency. Advances in water resources, 115, 234-252.
General Information
- Version 0.98 (982 KB)
MATLAB Release Compatibility
- Compatible with R2019a and later releases
Platform Compatibility
- Windows
- macOS
- Linux
| Version | Published | Release Notes | Action |
|---|---|---|---|
| 0.98 | Version Compatibility |
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| 0.97 | updates added |
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| 0.96 | no note |
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| 0.95 | updated |
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| 0.94 | updated |
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| 0.93 | citation revised |
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| 0.9 |
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