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).
引用
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.
MATLAB リリースの互換性
作成:
R2019a
R2019a 以降のリリースと互換性あり
プラットフォームの互換性
Windows macOS Linuxカテゴリ
Help Center および MATLAB Answers で Conditional Mean Models についてさらに検索
タグ
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!バージョン | 公開済み | リリース ノート | |
---|---|---|---|
0.98 | Version Compatibility |
|
|
0.97 | updates added |
|
|
0.96 | no note |
|
|
0.95 | updated |
|
|
0.94 | updated |
|
|
0.93 | citation revised |
|
|
0.9 |
|