CoSMoS-MATLAB

Versione 0.98 (982 KB) da Salma Hobbi
Complete Stochastic Modelling Solution (CoSMoS)
5.0
(3)
110 download
Aggiornato 20 lug 2022

Visualizza la licenza

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).

Cita come

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.

Compatibilità della release di MATLAB
Creato con R2019a
Compatibile con R2019a e release successive
Compatibilità della piattaforma
Windows macOS Linux
Categorie
Scopri di più su Conditional Mean Models in Help Center e MATLAB Answers
Tag Aggiungi tag

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Versione Pubblicato Note della release
0.98

Version Compatibility
0.97

updates added
0.96

no note
0.95

updated
0.94

updated
0.93

citation revised
0.9