27 Commits

Author	SHA1	Message	Date
RunasSudo	c2d4aaf8be	Implement yli.auto_correlations	2022-12-03 22:23:29 +11:00
RunasSudo	5dce873e55	Add helper function for making dtype ordinal (ordered category)	2022-12-03 22:23:18 +11:00
RunasSudo	fa89f2f156	Implement yli.spearman	2022-12-03 20:00:52 +11:00
RunasSudo	56e16bc71d	Fixups and update documentation	2022-12-03 02:02:34 +11:00
RunasSudo	e4e85db354	Refactor bootstrap regression API as method of RegressionResult	2022-12-02 21:04:58 +11:00
RunasSudo	4d59e1a521	Refactor Brant test API as method of RegressionResult	2022-12-02 20:47:35 +11:00
RunasSudo	fc8303678f	Initial implementation of Brant test	2022-12-02 20:47:34 +11:00
RunasSudo	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
RunasSudo	5b08784498	Ignore ModuleNotFoundError in yli.reload	2022-11-29 23:08:31 +11:00
RunasSudo	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
RunasSudo	e71a1aea12	Implement bootstrap_regress	2022-11-29 14:40:50 +11:00
RunasSudo	e268f385be	Implement yli.auto_descriptives	2022-11-10 21:20:06 +11:00
RunasSudo	e5833796af	Add auto_univariable	2022-11-09 23:31:27 +11:00
RunasSudo	78944c7966	Implement yli.logit_then_regress	2022-10-16 02:31:37 +11:00
RunasSudo	bf5cc434b5	Allow customising p value formatting	2022-10-15 23:11:22 +11:00
RunasSudo	49b9230484	Rename fs -> io	2022-10-15 14:07:54 +11:00
RunasSudo	e8e97f6073	Implement anova_oneway	2022-10-14 20:18:25 +11:00
RunasSudo	a753761675	Style fixups	2022-10-14 20:08:01 +11:00
RunasSudo	526d361338	Implement RegressionResult.bayesfactor_beta_zero	2022-10-14 14:21:36 +11:00
RunasSudo	461e00df78	Implement PenalisedLogit	2022-10-13 17:23:29 +11:00
RunasSudo	51008296c2	Implement vif	2022-10-13 16:46:53 +11:00
RunasSudo	987520e700	Implement regression helpers	2022-10-13 16:46:53 +11:00
RunasSudo	e1051d8aff	Implement utilities for saving/loading pandas DataFrames to/from file	2022-10-13 15:58:27 +11:00
RunasSudo	7e8418eb36	Implement chi2	2022-10-13 15:58:27 +11:00
RunasSudo	edc82c1658	Implement mannwhitney	2022-10-13 13:18:51 +11:00
RunasSudo	97a01b4e80	Implement ttest_ind	2022-10-11 22:52:42 +11:00
RunasSudo	006ddd2c41	Publish beta ratio distribution	2022-10-05 20:08:04 +11:00