|
|
642d0d4e4f
|
Implement likelihood ratio test for Cox regression
|
2023-02-25 15:08:09 +11:00 |
|
|
|
eb0d520d95
|
Add support for statsmodels PHReg to yli.regress
|
2023-02-25 14:46:13 +11:00 |
|
|
|
fa95f6d75c
|
Add exposure kwarg to yli.regress, for Poisson etc.
|
2023-02-25 14:12:44 +11:00 |
|
|
|
17bf3cbcab
|
Add helper function set up graph fonts
|
2023-02-07 18:50:15 +11:00 |
|
|
|
967b853b02
|
Implement utilities for SHAP values in regression
|
2023-02-07 18:50:07 +11:00 |
|
|
|
dbebc3b8e9
|
Autodetect ordinal variables in auto_univariable
|
2023-02-07 18:49:57 +11:00 |
|
|
|
68d7a31b53
|
Add documentation for auto_correlations
|
2023-02-07 18:49:00 +11:00 |
|
|
|
c2d4aaf8be
|
Implement yli.auto_correlations
|
2022-12-03 22:23:29 +11:00 |
|
|
|
5dce873e55
|
Add helper function for making dtype ordinal (ordered category)
|
2022-12-03 22:23:18 +11:00 |
|
|
|
0fa261498a
|
In auto_descriptives, autodetect ordinal variables based on category dtype
|
2022-12-03 22:20:42 +11:00 |
|
|
|
5633a191f1
|
Update documentation
|
2022-12-03 20:01:05 +11:00 |
|
|
|
fa89f2f156
|
Implement yli.spearman
|
2022-12-03 20:00:52 +11:00 |
|
|
|
56e16bc71d
|
Fixups and update documentation
|
2022-12-03 02:02:34 +11:00 |
|
|
|
bbb998003e
|
Show inherited members for chi-squared based tests
|
2022-12-03 01:59:54 +11:00 |
|
|
|
957ef9f3fc
|
Add documentation for RegressionResult.brant
|
2022-12-03 01:59:54 +11:00 |
|
|
|
b2a72a8ef8
|
Add unit test for RegressionResult.brant
|
2022-12-03 01:59:54 +11:00 |
|
|
|
ea2d04ada1
|
Add unit test for OrdinalLogit
|
2022-12-03 01:59:54 +11:00 |
|
|
|
2135796d85
|
Automatically factorise pandas categorical when required for regression
|
2022-12-02 21:42:41 +11:00 |
|
|
|
04643d312c
|
Add unit test for RegressionResult.bootstrap
|
2022-12-02 21:07:08 +11:00 |
|
|
|
e4e85db354
|
Refactor bootstrap regression API as method of RegressionResult
|
2022-12-02 21:04:58 +11:00 |
|
|
|
4d59e1a521
|
Refactor Brant test API as method of RegressionResult
|
2022-12-02 20:47:35 +11:00 |
|
|
|
fc8303678f
|
Initial implementation of Brant test
|
2022-12-02 20:47:34 +11:00 |
|
|
|
0dab62ad0a
|
Implement yli.OrdinalLogit as preferred model for ordinal logistic regression
OrdinalLogit uses a parameterisation where the cutoff terms are directly incorporated
|
2022-12-02 20:47:11 +11:00 |
|
|
|
f8e56d96b1
|
Add "method" parameter for yli.regress
|
2022-12-02 12:54:03 +11:00 |
|
|
|
a48e96e96c
|
Handle OrderedModel for yli.regress
|
2022-12-02 12:53:50 +11:00 |
|
|
|
5b08784498
|
Ignore ModuleNotFoundError in yli.reload
|
2022-11-29 23:08:31 +11:00 |
|
|
|
645cb7a85e
|
Rename bootstrap_regress to regress_bootstrap and update
Improve performance by directly calling statsmodels regression
Report bootstrap in model summary
Add to documentation
|
2022-11-29 23:00:14 +11:00 |
|
|
|
e71a1aea12
|
Implement bootstrap_regress
|
2022-11-29 14:40:50 +11:00 |
|
|
|
e268f385be
|
Implement yli.auto_descriptives
|
2022-11-10 21:20:06 +11:00 |
|
|
|
c3eef0efea
|
In auto_univariable, omit NaN only from affected analyses
|
2022-11-10 18:51:35 +11:00 |
|
|
|
f80afd0e80
|
Allow check_nan to only consider certain columns
|
2022-11-10 18:51:35 +11:00 |
|
|
|
040aa2d463
|
Implement convert_pandas_nullable for pandas nullable boolean dtype
|
2022-11-10 18:46:54 +11:00 |
|
|
|
b40f63aa43
|
Touch up documentation
|
2022-11-10 18:28:46 +11:00 |
|
|
|
ed67a4a610
|
Make nan_policy defaults consistent
Should default to 'warn' always
|
2022-11-10 18:28:27 +11:00 |
|
|
|
e5833796af
|
Add auto_univariable
|
2022-11-09 23:31:27 +11:00 |
|
|
|
ce4df2eac1
|
Show independent/dependent variables in t test and Mann-Whitney output
|
2022-11-09 22:25:50 +11:00 |
|
|
|
239a0646d2
|
Rename ConfidenceInterval to Interval
|
2022-11-09 22:10:15 +11:00 |
|
|
|
0f63b7eb40
|
Show descriptives in Mann-Whitney test output
|
2022-11-09 22:08:27 +11:00 |
|
|
|
ea2bf53ace
|
Display t test comparison of groups as table
|
2022-11-09 18:18:47 +11:00 |
|
|
|
d8dcece09d
|
Refactor fmt_p
Combine html, only_value, tabular flags into a single Flag
|
2022-11-09 17:39:53 +11:00 |
|
|
|
c6cef4aee7
|
Update documentation
|
2022-11-09 17:39:52 +11:00 |
|
|
|
50597ddc74
|
Update convert_pandas_nullable
Automatically convert pandas Float64 to float64 when required
Avoid unnecessary copy if possible
|
2022-11-09 17:39:52 +11:00 |
|
|
|
ab90cfc0e4
|
Report group means/SD for t test
|
2022-11-09 17:05:16 +11:00 |
|
|
|
bae93b2c8e
|
Fix bug when nan_policy='raise'
|
2022-10-20 20:59:06 +11:00 |
|
|
|
b31ae6686f
|
Make yli.mannwhitney support pandas nullable dtypes
|
2022-10-20 20:58:42 +11:00 |
|
|
|
ee36ac9d14
|
Add test and example for yli.pearsonr
|
2022-10-20 20:57:57 +11:00 |
|
|
|
5248abf859
|
Clarify documentation for Mann-Whitney test
|
2022-10-20 20:57:24 +11:00 |
|
|
|
05e5189fc5
|
Update global.rst documentation
|
2022-10-19 08:54:39 +11:00 |
|
|
|
66d7e70806
|
Add expected summary output to unit tests for examples in documentation
|
2022-10-19 08:49:44 +11:00 |
|
|
|
d5ce46f6d0
|
Add example code/output to documentation
|
2022-10-19 08:49:44 +11:00 |
|
