RunasSudo/scipy-yli
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d17412ca07
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38 Commits

Author SHA1 Message Date
RunasSudo
d17412ca07
Implement yli.GLM 2023-07-16 16:22:20 +10:00
RunasSudo
71b714ab7d
Implement HorizontalEffectPlot 2023-07-16 16:17:45 +10:00
RunasSudo
503519c9c0
Implement Poisson regression 2023-04-21 15:27:18 +10:00
RunasSudo
844e6bdec9
Implement ttest_ind_multiple 2023-04-20 15:41:03 +10:00
RunasSudo
2852d3dd19
Implement yli.IntervalCensoredCox 2023-04-17 22:40:32 +10:00
RunasSudo
ac2aca7b8f
Large refactor of yli.regress 2023-04-16 23:49:43 +10:00
RunasSudo
dbfcec56c3
Implement yli.cox_interval_censored 2023-03-05 02:11:12 +11:00
RunasSudo
e12dd65fdc
Implement yli.turnbull 2023-03-04 21:52:31 +11:00
RunasSudo
88509c71a3
Implement yli.logrank 2023-02-25 17:26:31 +11:00
RunasSudo
e83aa88b19
Implement yli.kaplanmeier 2023-02-25 17:15:22 +11:00
RunasSudo
17bf3cbcab
Add helper function set up graph fonts 2023-02-07 18:50:15 +11:00
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