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b837ecc3a3
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Update OrdinalLogit test
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2023-12-31 18:34:54 +11:00 |
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26a6766f0e
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Implement TimeVaryingCox
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2023-07-17 01:34:34 +10:00 |
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fd7384f810
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Implement yli.Cox
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2023-07-16 16:22:34 +10:00 |
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d17412ca07
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Implement yli.GLM
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2023-07-16 16:22:20 +10:00 |
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4b9537643a
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Add maxiter, tolerance parameters to IntervalCensoredCox
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2023-07-16 16:20:39 +10:00 |
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138e31751a
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Add test case for Poisson regression
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2023-04-22 17:08:54 +10:00 |
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3c22fe4197
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Add "reduced" parameter for IntervalCensoredCox
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2023-04-22 17:08:36 +10:00 |
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7746ca275e
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Plotting functions for interval-censored Cox model
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2023-04-22 13:39:27 +10:00 |
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8899d1c968
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Implement RegressionModel.pseudo_rsquared_adj
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2023-04-21 18:11:04 +10:00 |
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53a0e98227
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Pass through interval-censored Cox fitting progress to stderr
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2023-04-21 18:10:40 +10:00 |
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fd30a3c1c7
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Refactor extraction of raw terms from regression result
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2023-04-21 18:10:19 +10:00 |
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f9a8a5cf01
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Implement more kwargs in yli.regress
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2023-04-21 18:09:58 +10:00 |
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aa88239cb1
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Implement deviance chi-squared test for Poisson regression
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2023-04-21 15:27:47 +10:00 |
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503519c9c0
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Implement Poisson regression
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2023-04-21 15:27:18 +10:00 |
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2852d3dd19
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Implement yli.IntervalCensoredCox
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2023-04-17 22:40:32 +10:00 |
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f1e943ca89
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Update documentation
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2023-04-17 13:24:01 +10:00 |
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ac2aca7b8f
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Large refactor of yli.regress
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2023-04-16 23:49:43 +10:00 |
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dbfcec56c3
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Implement yli.cox_interval_censored
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2023-03-05 02:11:12 +11:00 |
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d359820f42
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Add documentation for survival analysis
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2023-02-26 00:05:10 +11:00 |
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18727cd950
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Add documentation for SHAP
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2023-02-25 23:59:01 +11:00 |
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642d0d4e4f
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Implement likelihood ratio test for Cox regression
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2023-02-25 15:08:09 +11:00 |
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eb0d520d95
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Add support for statsmodels PHReg to yli.regress
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2023-02-25 14:46:13 +11:00 |
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fa95f6d75c
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Add exposure kwarg to yli.regress, for Poisson etc.
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2023-02-25 14:12:44 +11:00 |
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967b853b02
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Implement utilities for SHAP values in regression
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2023-02-07 18:50:07 +11:00 |
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56e16bc71d
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Fixups and update documentation
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2022-12-03 02:02:34 +11:00 |
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957ef9f3fc
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Add documentation for RegressionResult.brant
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2022-12-03 01:59:54 +11:00 |
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b2a72a8ef8
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Add unit test for RegressionResult.brant
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2022-12-03 01:59:54 +11:00 |
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ea2d04ada1
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Add unit test for OrdinalLogit
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2022-12-03 01:59:54 +11:00 |
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2135796d85
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Automatically factorise pandas categorical when required for regression
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2022-12-02 21:42:41 +11:00 |
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04643d312c
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Add unit test for RegressionResult.bootstrap
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2022-12-02 21:07:08 +11:00 |
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e4e85db354
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Refactor bootstrap regression API as method of RegressionResult
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2022-12-02 21:04:58 +11:00 |
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4d59e1a521
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Refactor Brant test API as method of RegressionResult
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2022-12-02 20:47:35 +11:00 |
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fc8303678f
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Initial implementation of Brant test
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2022-12-02 20:47:34 +11:00 |
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0dab62ad0a
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Implement yli.OrdinalLogit as preferred model for ordinal logistic regression
OrdinalLogit uses a parameterisation where the cutoff terms are directly incorporated
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2022-12-02 20:47:11 +11:00 |
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f8e56d96b1
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Add "method" parameter for yli.regress
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2022-12-02 12:54:03 +11:00 |
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a48e96e96c
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Handle OrderedModel for yli.regress
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2022-12-02 12:53:50 +11:00 |
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645cb7a85e
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Rename bootstrap_regress to regress_bootstrap and update
Improve performance by directly calling statsmodels regression
Report bootstrap in model summary
Add to documentation
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2022-11-29 23:00:14 +11:00 |
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e71a1aea12
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Implement bootstrap_regress
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2022-11-29 14:40:50 +11:00 |
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d8dcece09d
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Refactor fmt_p
Combine html, only_value, tabular flags into a single Flag
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2022-11-09 17:39:53 +11:00 |
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b31ae6686f
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Make yli.mannwhitney support pandas nullable dtypes
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2022-10-20 20:58:42 +11:00 |
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d5ce46f6d0
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Add example code/output to documentation
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2022-10-19 08:49:44 +11:00 |
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62c23efebc
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Align tabular p values in plaintext output
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2022-10-19 08:49:44 +11:00 |
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a484b6205c
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Add option to make __repr__ print the summary
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2022-10-19 08:49:44 +11:00 |
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57189990d6
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Write Sphinx documentation
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2022-10-19 08:49:44 +11:00 |
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7a93355dab
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Show covariance matrix type in regression results
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2022-10-17 20:34:58 +11:00 |
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b24f675d57
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Don't show SciPy optimisation message in regression
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2022-10-17 20:34:36 +11:00 |
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4340be165b
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Fix RegressionResult.bayesfactor_beta_zero for categorical terms
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2022-10-16 02:49:43 +11:00 |
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78944c7966
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Implement yli.logit_then_regress
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2022-10-16 02:31:37 +11:00 |
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5cd04c3f6c
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Report if robust covariance matrix in regression
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2022-10-16 02:31:23 +11:00 |
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6206723713
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Add model_kwargs, fit_kwargs and common arguments to yli.regress
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2022-10-16 02:31:08 +11:00 |
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