Python package for targeted inference.
Project description
Targeted Learning Library
Python package for targeted inference.
targeted provides a number of methods for semi-parametric estimation. The library also contains implementations of various parametric models (including different discrete choice models) and model diagnostics tools.
The implemention currently includes
- Risk regression models with binary exposure (Richardson et al., 2017, doi:10.1080/01621459.2016.1192546)
- Augmented Inverse Probability Weighted estimators for missing data and causal inference (Bang and Robins, 2005, doi:10.1111/j.1541-0420.2005.00377.x)
- Model diagnostics based on cumulative residuals methods
- Efficient weighted Pooled Adjacent Violator Algorithms
- Nested multinomial logit models
Documentation and tutorials can be found at https://targetlib.org/python/.
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MD5 | 2f7e093ed107c7a0740c5b4a8086c7d2 |
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MD5 | cc3321e99f1e4ab7fe7405eace8e0d04 |
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MD5 | 37933b4e42e24ca58a6dd634d2cc995c |
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MD5 | fcccba1cb7f8a9925cc30c349523b231 |
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MD5 | 4754841c16414a96905ed7d08efef187 |
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MD5 | 1e5f6a2c454247072ab47c25f84d3a37 |
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MD5 | d1fbd83b216af4da3dc29eb44af8cbf8 |
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MD5 | 5b1d4312f5947b5ce2f62a9b1bdbad9b |
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MD5 | e546a9ed79974d0869493d1c9e2f4bed |
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MD5 | aa5141befa9ed06e0e1e9f4a29ee6359 |
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SHA256 | 775b10686a19424801fd25e1e892375a14722f922685ee053364e75900dc2766 |
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MD5 | 739a085216b4754ab883eaa69f4669a4 |
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SHA256 | 09eaa2202a3b0dbe884d2925a3e1d756bca280d9f1ba6c5280d55dccffbb97e5 |
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MD5 | e5e62c497e2eca3a5ecb6d210d196a2b |
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SHA256 | e8be7aa8c1d2ad8ebd4d86d79f8e20009a660dc3f62ce998f942dcb9c9788504 |
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MD5 | 728bf1668475d2d24171998286839660 |
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SHA256 | 928c2c08582485e04e75ab8e704fdf8b22435d8fc46434e50f99bc5dbe2c2dc5 |
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MD5 | e227704c6e3c1ebf650cd3d244c6fc75 |
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SHA256 | 850cb07674512b4ac1f7e92de00324fb6a6edd25c06fb56c23b4a8f69b14aae9 |
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MD5 | 393bdd77f95eb46992db7bd6b97585ef |
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MD5 | 90bc5ccf81f4458b6575a17ac30e0a48 |
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MD5 | dd1f65cffcb7d34e0ab417fba235e27e |
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SHA256 | c68db567b0233f78a6100248a5e87112d7e26627ebbbd0439902e140dbf5fec8 |
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MD5 | a0e8c3f09bed0c6811e1487fa8ef2130 |
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