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.
MATLAB Release Compatibility
Created with
R2019a
Compatible with R2019a and later releases
Platform Compatibility
Windows macOS LinuxCategories
Find more on Conditional Mean Models in Help Center and MATLAB Answers
Tags
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!Discover Live Editor
Create scripts with code, output, and formatted text in a single executable document.
Version | Published | Release Notes | |
---|---|---|---|
0.98 | Version Compatibility |
|
|
0.97 | updates added |
|
|
0.96 | no note |
|
|
0.95 | updated |
|
|
0.94 | updated |
|
|
0.93 | citation revised |
|
|
0.9 |
|