Data · dataset · 2016
Data from: Posterior Singular Spectrum Analysis
Listed in DataCite
A method is proposed for finding interesting underlying features of a time series, such as trends, maxima, minima and oscillations.
Description
A combination of Singular Spectrum Analysis (SSA) and Bayesian modeling is used where the credibility of SSA signal components are analyzed via posterior simulation. The potential of the technique is demonstrated using artificial and real data examples.
Our analysis of a Bayesian re- construction of post Ice Age temperature variation lends support for the presence oscillations detected in previous studies of the paleoclimate.
Links
Where it is published
- Repository landing page wiley.figshare.com/articles/dataset/Posterior_Singular_Spectrum_Analysis/1514866 ↗
landing page · from DataCite
- DOI doi.org/10.6084/m9.figshare.1514866 ↗
DOI / persistent id · from DataCite
Documentation and papers
- Creative Commons Zero v1.0 Universal creativecommons.org/publicdomain/zero/1.0/legalcode ↗
license · from DataCite
- IsSupplementTo 10.1002/(issn)1932-1872 doi.org/10.1002/(issn)1932-1872 ↗
publication · from DataCite
Catalogue records · 2
- DataCite API api.datacite.org/dois/10.6084/m9.figshare.1514866 ↗
metadata API · from DataCite
- DataCite Commons commons.datacite.org/doi.org/10.6084/m9.figshare.1514866 ↗
catalogue entry · from DataCite
Topics
- Stated by source
- Mathematics
- From keywords
- Mathematics & Statistics
- Inferred from text
- Simulation 75%
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| DataCite | 10.6084/m9.figshare.1514866 | 15 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · DataCite | connector:datacite@1.0.0 | /data/attributes/rightsList |
| byte_size | source · DataCite | connector:datacite@1.0.0 | |
| concepts[field].fos:mathematics | source · DataCite | connector:datacite@1.0.0 | |
| concepts[field].local:field:mathematics-statistics | mapping · DataCite | vocabulary-mapper@1.0.0 | keywords['Statistics'] |
| concepts[method].local:method:simulation | enrichment · DataCite | keyword-concept-rules@1.0.0 | title+description (75%) |
| created_date | source · DataCite | connector:datacite@1.0.0 | |
| description | source · DataCite | connector:datacite@1.0.0 | /data/attributes/descriptions |
| license | source · DataCite | connector:datacite@1.0.0 | /data/attributes/rightsList |
| publication_date | source · DataCite | connector:datacite@1.0.0 | /data/attributes/dates |
| title | source · DataCite | connector:datacite@1.0.0 | /data/attributes/titles/0/title |
| updated_date | source · DataCite | connector:datacite@1.0.0 |