Spectral Analysis Library 2.0
Free Version
Publisher Description
This project provides a Fortran90 library and a python module for singular spectrum analyses such as PCA/EOF or MSSA. It is intended for people interested, for example, in analysing climate or financial variability.
Features
- PCA for extracting dominant spatial pattern of variability.
- SSA/MSSA which is like PCA but for extracting spatio-temporal patterns.
- Joined SVD which is like PCA but for extracting the common variability of two variables (using cross-covariances).
- SVD model deduce a predictand from a predictor using SVD.
- Full missing value support.
- Switch of space and time for PCA analyses performed on a large number of channels.
- For analysis, empirical orthogonal functions (EOFs), principal componants (PCs), expansion coefficient (ECs) and reconstructions of signal are available.
- Analyses can be performed on several variables at the same time, with normalisation coefficents [python].
- Pre-PCA analysis to reduct the d-o-f before analysing huge datasets with MSSA or SVD.
- Monte-Carlo test for (M)SSA (MC-SSA) [python].
- Full UV-CDAT support [python].
About Spectral Analysis Library
Spectral Analysis Library is a free software published in the Geography list of programs, part of Education.
This Geography program is available in English. It was last updated on 22 April, 2024. Spectral Analysis Library is compatible with the following operating systems: Linux, Mac, Windows.
The company that develops Spectral Analysis Library is stefraynaud. The latest version released by its developer is 2.0. This version was rated by 1 users of our site and has an average rating of 3.0.
The download we have available for Spectral Analysis Library has a file size of 69.91 KB. Just click the green Download button above to start the downloading process. The program is listed on our website since 2013-07-10 and was downloaded 51 times. We have already checked if the download link is safe, however for your own protection we recommend that you scan the downloaded software with your antivirus. Your antivirus may detect the Spectral Analysis Library as malware if the download link is broken.
How to install Spectral Analysis Library on your Windows device:
- Click on the Download button on our website. This will start the download from the website of the developer.
- Once the Spectral Analysis Library is downloaded click on it to start the setup process (assuming you are on a desktop computer).
- When the installation is finished you should be able to see and run the program.
