2022-10-17 21:41:19 +11:00
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Regression
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==========
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Functions
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---------
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2023-04-16 23:52:12 +10:00
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.. comment
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.. autofunction:: yli.logit_then_regress
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2022-10-17 21:41:19 +11:00
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.. autofunction:: yli.regress
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.. autofunction:: yli.vif
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2023-04-16 23:52:12 +10:00
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Regression models
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2022-12-03 02:02:34 +11:00
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----------------------------
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2023-04-16 23:52:12 +10:00
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.. autoclass:: yli.Logit
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2022-12-03 02:02:34 +11:00
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.. autoclass:: yli.OrdinalLogit
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2023-04-16 23:52:12 +10:00
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.. autoclass:: yli.OLS
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2022-12-03 02:02:34 +11:00
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.. autoclass:: yli.PenalisedLogit
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2023-04-22 01:19:45 +10:00
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.. autoclass:: yli.Poisson
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2022-10-17 21:41:19 +11:00
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Result classes
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--------------
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2022-12-02 22:03:25 +11:00
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.. autoclass:: yli.regress.BrantResult
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:members:
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2022-10-17 21:41:19 +11:00
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.. autoclass:: yli.regress.LikelihoodRatioTestResult
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:members:
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2022-12-02 22:25:50 +11:00
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:inherited-members:
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2022-10-17 21:41:19 +11:00
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2023-04-16 23:52:12 +10:00
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.. autoclass:: yli.regress.RegressionModel
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2022-10-17 21:41:19 +11:00
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:members:
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2023-02-25 23:46:48 +11:00
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.. autoclass:: yli.shap.ShapResult
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:members:
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2022-12-03 02:02:34 +11:00
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Model terms
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-----------
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.. autoclass:: yli.regress.CategoricalTerm
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:members:
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2022-10-17 21:41:19 +11:00
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.. autoclass:: yli.regress.SingleTerm
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:members:
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