StratMC is a statistical framework for reconstructing past Earth system change using sediment-hosted proxy data. It is built on the Python probabilistic programming library PyMC, which provides a flexible toolbox for constructing Bayesian models and sampling their posteriors using Markov chain Monte Carlo (MCMC) methods.
Using geochemical proxy observations and geological age constraints from multiple stratigraphic sections, StratMC simultaneously infers the global proxy signal recorded by all sections and builds an age model for each section. For a complete description of the model, see Edmonsond & Dyer (2025).
To get started with StratMC, check out the package documentation.
Metadata
Release files for stratmc 1.0.1
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Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| stratmc-1.0.1.tar.gz | 119.1 kB | Without provenance | Details for stratmc-1.0.1.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| stratmc-1.0.1-py3-none-any.whl | Python 3 | none | any | Details for stratmc-1.0.1-py3-none-any.whl |
Total release size: 228.5 kB
Release files / stratmc-1.0.1.tar.gz
| Download URL | stratmc-1.0.1.tar.gz |
|---|---|
| Size | 119.1 kB |
| Tags | Source |
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SHA-256 checksum How to use checksums |
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twine/6.1.0 CPython/3.13.5
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Release files / stratmc-1.0.1-py3-none-any.whl
| Download URL | stratmc-1.0.1-py3-none-any.whl |
|---|---|
| Size | 109.4 kB |
| Tags | Python 3 |
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SHA-256 checksum How to use checksums |
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No |
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twine/6.1.0 CPython/3.13.5
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Security for stratmc 1.0.1
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