From 6bebb3484ee87d7c11639b1df9219299ccb5694b Mon Sep 17 00:00:00 2001 From: Adam Li Date: Wed, 4 Dec 2019 10:49:28 -0500 Subject: [PATCH 01/15] Adding lqrt initial commit. --- .gitignore | 1 + dabest/_classes.py | 26 ++++++++++++++++++++++++++ setup.py | 4 ++-- 3 files changed, 29 insertions(+), 2 deletions(-) diff --git a/.gitignore b/.gitignore index 9945cf18..d43a704b 100644 --- a/.gitignore +++ b/.gitignore @@ -1,5 +1,6 @@ # Byte-compiled / optimized / DLL files __pycache__/ +.idea/* *.py[cod] *$py.class diff --git a/dabest/_classes.py b/dabest/_classes.py index d090be8c..0ea88f44 100644 --- a/dabest/_classes.py +++ b/dabest/_classes.py @@ -470,6 +470,7 @@ def __init__(self, control, test, effect_size, from numpy.random import choice, seed import scipy.stats as spstats + import lqrt # import statsmodels.stats.power as power @@ -658,6 +659,16 @@ def __init__(self, control, test, effect_size, # in terms of rank (eg. all zeros.) pass + # Likelihood Q-Ratio test: + # Assumes a gross-error model of distributions + try: + lqrt_ratio = lqrt.lqrtest_rel(control, test) + self.__pvalue_lqrt = lqrt_ratio.pvalue + self.__statistic_lqrt = lqrt_ratio.statistic + except ImportError: + # warnings.warn("To get") + pass + standardized_es = es.cohens_d(control, test, is_paired=False) # self.__power = power.tt_ind_solve_power(standardized_es, # len(control), @@ -874,6 +885,21 @@ def statistic_wilcoxon(self): except AttributeError: return npnan + @property + def pvalue_lqrt(self): + from numpy import nan as npnan + try: + return self.__pvalue_lqrt + except AttributeError: + return npnan + + @property + def statistic_lqrt(self): + from numpy import nan as npnan + try: + return self.__statistic_lqrt + except AttributeError: + return npnan @property diff --git a/setup.py b/setup.py index d769ac76..97a2dc4c 100644 --- a/setup.py +++ b/setup.py @@ -42,9 +42,9 @@ 'numpy~=1.15', 'scipy~=1.2', 'pandas==0.24', - 'matplotlib~=3.0', - 'seaborn~=0.9' + 'seaborn~=0.9', + 'lqrt>=0.3.2' ], extras_require={'dev': ['pytest==5.2', 'pytest-mpl==0.10']}, python_requires='>=3.5', From 1e4172e3e481ed4eaf05b1b6e2c9b14c660df8e0 Mon Sep 17 00:00:00 2001 From: Adam Li Date: Mon, 9 Dec 2019 16:37:51 -0500 Subject: [PATCH 02/15] Fixing paired vs unpaired tests. --- dabest/_classes.py | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/dabest/_classes.py b/dabest/_classes.py index 0ea88f44..461f2a28 100644 --- a/dabest/_classes.py +++ b/dabest/_classes.py @@ -662,10 +662,14 @@ def __init__(self, control, test, effect_size, # Likelihood Q-Ratio test: # Assumes a gross-error model of distributions try: - lqrt_ratio = lqrt.lqrtest_rel(control, test) + if self.__is_paired: + lqrt_ratio = lqrt.lqrtest_rel(control, test) + else: + lqrt_ratio = lqrt.lqrtest_ind(control, test) self.__pvalue_lqrt = lqrt_ratio.pvalue self.__statistic_lqrt = lqrt_ratio.statistic except ImportError: + # did not install necessary library to run robust lqrt statistic # warnings.warn("To get") pass From 8535bce38318102025e03075fc68e804edc33cef Mon Sep 17 00:00:00 2001 From: Diziet Asahi Date: Fri, 13 Dec 2019 12:25:42 +0100 Subject: [PATCH 03/15] Update plotter.py refline when float_contrast=False should honor reflines_kwargs --- dabest/plotter.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/dabest/plotter.py b/dabest/plotter.py index a28fb5af..a9fda411 100644 --- a/dabest/plotter.py +++ b/dabest/plotter.py @@ -697,7 +697,7 @@ def EffectSizeDataFramePlotter(EffectSizeDataFrame, **plot_kwargs): else: contrast_ylim_high, contrast_ylim_low = contrast_axes_ylim if contrast_ylim_low < 0 < contrast_ylim_high: - contrast_axes.axhline(y=0, lw=0.75, color=ytick_color) + contrast_axes.axhline(y=0, **reflines_kwargs) # Compute the end of each x-axes line. rightend_ticks = np.array([len(i)-1 for i in idx]) + np.array(ticks_to_skip) From cf377d0e69e0d4dc9bf32e88f8a3c096a4432e50 Mon Sep 17 00:00:00 2001 From: Diziet Asahi Date: Fri, 13 Dec 2019 14:20:49 +0100 Subject: [PATCH 04/15] fixed slopegraph_kwargs fixed a bug when using the `slopegraph_kwargs`. Also added documentation for the `slopegraph_kwargs` --- dabest/_classes.py | 6 ++++++ dabest/plotter.py | 2 +- 2 files changed, 7 insertions(+), 1 deletion(-) diff --git a/dabest/_classes.py b/dabest/_classes.py index d090be8c..026246ed 100644 --- a/dabest/_classes.py +++ b/dabest/_classes.py @@ -1209,6 +1209,12 @@ def plot(self, color_col=None, pyplot.violinplot` command here, as a dict. If None, the following keywords are passed to violinplot : {'widths':0.5, 'vert':True, 'showextrema':False, 'showmedians':False}. + slopegraph_kwargs : dict, default None + This will change the appearance of the lines used to join each pair + of observations when `show_pairs=True`. Pass any keyword arguments + accepted by matplotlib `plot()` function here, as a dict. + If None, the following keywords are + passed to plot() : {'linewidth':1, 'alpha':0.5}. reflines_kwargs : dict, default None This will change the appearance of the zero reference lines. Pass any keyword arguments accepted by the matplotlib Axes `hlines` diff --git a/dabest/plotter.py b/dabest/plotter.py index a9fda411..2bedd36d 100644 --- a/dabest/plotter.py +++ b/dabest/plotter.py @@ -130,7 +130,7 @@ def EffectSizeDataFramePlotter(EffectSizeDataFrame, **plot_kwargs): if plot_kwargs["slopegraph_kwargs"] is None: slopegraph_kwargs = default_slopegraph_kwargs else: - slopegraph_kwargs = merge_two_dicts(slopegraph_kwargs, + slopegraph_kwargs = merge_two_dicts(default_slopegraph_kwargs, plot_kwargs["slopegraph_kwargs"]) From 08d45380a110c7cc940641c2ce9c040a3ea29768 Mon Sep 17 00:00:00 2001 From: "Joses W. Ho" Date: Fri, 20 Dec 2019 14:22:56 +0800 Subject: [PATCH 05/15] bump v0.2.8 --- dabest/__init__.py | 2 +- docs/source/conf.py | 2 +- setup.py | 2 +- 3 files changed, 3 insertions(+), 3 deletions(-) diff --git a/dabest/__init__.py b/dabest/__init__.py index 6bd2230a..96ed26ac 100644 --- a/dabest/__init__.py +++ b/dabest/__init__.py @@ -23,4 +23,4 @@ from ._stats_tools import effsize as effsize from ._classes import TwoGroupsEffectSize -__version__ = "0.2.7" +__version__ = "0.2.8" diff --git a/docs/source/conf.py b/docs/source/conf.py index f5fcec09..78db6b42 100644 --- a/docs/source/conf.py +++ b/docs/source/conf.py @@ -77,7 +77,7 @@ # The short X.Y version. version = '0.2' # The full version, including alpha/beta/rc tags. -release = '0.2.7' +release = '0.2.8' # The language for content autogenerated by Sphinx. Refer to documentation # for a list of supported languages. diff --git a/setup.py b/setup.py index d769ac76..eeac9842 100644 --- a/setup.py +++ b/setup.py @@ -34,7 +34,7 @@ author_email='joseshowh@gmail.com', maintainer='Joses W. Ho', maintainer_email='joseshowh@gmail.com', - version='0.2.7', + version='0.2.8', description=DESCRIPTION, long_description=LONG_DESCRIPTION, packages=find_packages(), From 0391fee8337bc74ec582bc51116b046ca22e1ceb Mon Sep 17 00:00:00 2001 From: "Joses W. Ho" Date: Fri, 20 Dec 2019 14:50:33 +0800 Subject: [PATCH 06/15] fix required package and python versions --- setup.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/setup.py b/setup.py index eeac9842..f31eae05 100644 --- a/setup.py +++ b/setup.py @@ -41,13 +41,13 @@ install_requires=[ 'numpy~=1.15', 'scipy~=1.2', - 'pandas==0.24', + 'pandas~=0.25,!=0.25.2', 'matplotlib~=3.0', 'seaborn~=0.9' ], - extras_require={'dev': ['pytest==5.2', 'pytest-mpl==0.10']}, - python_requires='>=3.5', + extras_require={'dev': ['pytest~=5.2', 'pytest-mpl~=0.10']}, + python_requires='~=3.5', url='https://acclab.github.io/DABEST-python-docs', download_url='https://www.github.com/ACCLAB/DABEST-python', license='BSD 3-clause Clear License' From aa2b6e107e7affa546c88aaac3485b30d24db211 Mon Sep 17 00:00:00 2001 From: "Joses W. Ho" Date: Fri, 20 Dec 2019 16:36:26 +0800 Subject: [PATCH 07/15] fix lqrt required ver --- setup.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/setup.py b/setup.py index af8ace44..5eccd2f3 100644 --- a/setup.py +++ b/setup.py @@ -45,7 +45,7 @@ 'matplotlib~=3.0', 'seaborn~=0.9', - 'lqrt>=0.3.2' + 'lqrt~=0.3.2' ], extras_require={'dev': ['pytest~=5.2', 'pytest-mpl~=0.10']}, python_requires='~=3.5', From 3207f8ecf7ddf8f434f46edf7a69195a25b54f37 Mon Sep 17 00:00:00 2001 From: "Joses W. Ho" Date: Fri, 20 Dec 2019 18:12:37 +0800 Subject: [PATCH 08/15] update visual tests --- ...st_01_gardner_altman_unpaired_meandiff.png | Bin 26030 -> 26030 bytes ..._02_gardner_altman_unpaired_mediandiff.png | Bin 26334 -> 26334 bytes ...st_03_gardner_altman_unpaired_hedges_g.png | Bin 24670 -> 24670 bytes ...test_04_gardner_altman_paired_hedges_g.png | Bin 36459 -> 36459 bytes ...test_04_gardner_altman_paired_meandiff.png | Bin 36824 -> 36824 bytes ...5_cummings_two_group_unpaired_meandiff.png | Bin 27459 -> 27459 bytes ..._06_cummings_two_group_paired_meandiff.png | Bin 46966 -> 46966 bytes .../test_07_cummings_multi_group_unpaired.png | Bin 38752 -> 38752 bytes .../test_08_cummings_multi_group_paired.png | Bin 54609 -> 54609 bytes .../test_09_cummings_shared_control.png | Bin 58647 -> 58647 bytes .../test_10_cummings_multi_groups.png | Bin 69334 -> 69334 bytes .../baseline_images/test_11_inset_plots.png | Bin 287665 -> 287665 bytes .../test_12_gardner_altman_ylabel.png | Bin 28722 -> 28722 bytes .../test_13_multi_2group_color.png | Bin 40180 -> 40180 bytes .../test_14_gardner_altman_paired_color.png | Bin 55618 -> 55618 bytes .../test_15_change_palette_a.png | Bin 41211 -> 41912 bytes .../test_16_change_palette_b.png | Bin 38344 -> 38344 bytes .../test_17_change_palette_c.png | Bin 39008 -> 39008 bytes .../tests/baseline_images/test_18_desat.png | Bin 38970 -> 38970 bytes .../baseline_images/test_19_dot_sizes.png | Bin 31995 -> 31995 bytes .../baseline_images/test_20_change_ylims.png | Bin 38277 -> 38277 bytes .../baseline_images/test_21_invert_ylim.png | Bin 40442 -> 40442 bytes .../test_22_ticker_gardner_altman.png | Bin 24524 -> 24524 bytes .../test_23_ticker_cumming.png | Bin 38617 -> 38617 bytes ...ide_df_nan.png => test_24_wide_df_nan.png} | Bin 42395 -> 42395 bytes ...ong_df_nan.png => test_25_long_df_nan.png} | Bin 42395 -> 42395 bytes .../test_26_slopegraph_kwargs.png | Bin 0 -> 30631 bytes ...test_27_gardner_altman_reflines_kwargs.png | Bin 0 -> 26629 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zRnQ869q>2~V3qBZLu->jYDyj9P-%tO{Q+<4ohlR5g>6aN`nE3@>x7|=wi5(ck`Nba z>gc$Iq)+bz?-Ccj)K^>Ty485BL&ryecKG<$oN+Pvp%>iLixt|~|5T*bs-NK87lVE~ zo;|Y)ShOv8Mb%AgFSpTS(CKZX5H(!g)FYAP38)EH-~CdT#}43>46__R^D#13aCX?d z66gUMxA#5t;0pk5hHYKtDT(T64~RXZz3*`LpbT0Ub+~}{=13>$=$Auob?+^}W-48u z+Te|Zj4aUgQ((@eFm@aW=58)VeQeu1%WjVvnX*DAV3|&(VN4RF>(~x6bhSvyvgeNX>oEk+*33 z4Gkw~iy#fv`Q{p9AmCsFY}L35LN0`VMYzu(WJAJ{gyVGGz=GP|j@4$q3~&+2*i%pe zxSA8yA{{W;xSx;d$k`0SmuPJ(dgDyv1V{--^2l_y;V6lbczX%<*lF)tnPO$9+FynAd(JZzT)C+c^e6R z;`j_seVoDziaojI`cN{r%Szds=9${_`j8U7R1!ePb-D@vpyoDRa!ojGf^7bpO=le) z0@NNu(Y8`c=LBHf;cp)DL6l+wK3=H^=i%c(@IDP_iu@tW7(ZvgR<7hd7eYviW>QC*k75@% zK~JkAbCr#=rBmN~&zQpH+iaNM0rkh)LVM&lLf3bw&Sx|oS?GugTi;Ao@OP?+nC^ zW4XK1DIY@J%CXm4L2@~S)83AP-l*ufy0!;8>?hdM>BDV-cC{z&wSMHEI7^0>Qcf^} zWzI&9*gk0Y@I4*BIh_IRn>;2XfTwyl0TZM(4C=C|+nhJ~vhb|J Date: Fri, 20 Dec 2019 18:34:24 +0800 Subject: [PATCH 09/15] remove erroneous comment --- dabest/_classes.py | 1 - 1 file changed, 1 deletion(-) diff --git a/dabest/_classes.py b/dabest/_classes.py index 3e7ef8ef..6c135118 100644 --- a/dabest/_classes.py +++ b/dabest/_classes.py @@ -660,7 +660,6 @@ def __init__(self, control, test, effect_size, pass # Likelihood Q-Ratio test: - # Assumes a gross-error model of distributions try: if self.__is_paired: lqrt_ratio = lqrt.lqrtest_rel(control, test) From ccbdd517b27046a2f36e954a75818f525bd8b1a9 Mon Sep 17 00:00:00 2001 From: "Joses W. Ho" Date: Mon, 23 Dec 2019 16:45:34 +0800 Subject: [PATCH 10/15] add LqRT to statistical output --- dabest/_classes.py | 117 ++++++++++++++++++++++++++++++++++----------- 1 file changed, 90 insertions(+), 27 deletions(-) diff --git a/dabest/_classes.py b/dabest/_classes.py index 6c135118..d96c35bd 100644 --- a/dabest/_classes.py +++ b/dabest/_classes.py @@ -602,6 +602,12 @@ def __init__(self, control, test, effect_size, wilcoxon = spstats.wilcoxon(control, test) self.__pvalue_wilcoxon = wilcoxon.pvalue self.__statistic_wilcoxon = wilcoxon.statistic + + lqrt_result = lqrt.lqrtest_rel(control, test, + random_state=random_seed) + + self.__pvalue_paired_lqrt = lqrt_result.pvalue + self.__statistic_paired_lqrt = lqrt_result.statistic if effect_size != "median_diff": # Paired Student's t-test. @@ -660,19 +666,23 @@ def __init__(self, control, test, effect_size, pass # Likelihood Q-Ratio test: - try: - if self.__is_paired: - lqrt_ratio = lqrt.lqrtest_rel(control, test) - else: - lqrt_ratio = lqrt.lqrtest_ind(control, test) - self.__pvalue_lqrt = lqrt_ratio.pvalue - self.__statistic_lqrt = lqrt_ratio.statistic - except ImportError: - # did not install necessary library to run robust lqrt statistic - # warnings.warn("To get") - pass + lqrt_equal_var_result = lqrt.lqrtest_ind(control, test, + random_state=random_seed, + equal_var=True) + + self.__pvalue_lqrt_equal_var = lqrt_equal_var_result.pvalue + self.__statistic_lqrt_equal_var = lqrt_equal_var_result.statistic + + lqrt_unequal_var_result = lqrt.lqrtest_ind(control, test, + random_state=random_seed, + equal_var=False) + + self.__pvalue_lqrt_unequal_var = lqrt_unequal_var_result.pvalue + self.__statistic_lqrt_unequal_var = lqrt_unequal_var_result.statistic + standardized_es = es.cohens_d(control, test, is_paired=False) + # self.__power = power.tt_ind_solve_power(standardized_es, # len(control), # alpha=self.__alpha, @@ -888,21 +898,6 @@ def statistic_wilcoxon(self): except AttributeError: return npnan - @property - def pvalue_lqrt(self): - from numpy import nan as npnan - try: - return self.__pvalue_lqrt - except AttributeError: - return npnan - - @property - def statistic_lqrt(self): - from numpy import nan as npnan - try: - return self.__statistic_lqrt - except AttributeError: - return npnan @property @@ -997,6 +992,65 @@ def statistic_mann_whitney(self): + + @property + def pvalue_lqrt_paired(self): + from numpy import nan as npnan + try: + return self.__pvalue_paired_lqrt + except AttributeError: + return npnan + + + + @property + def statistic_lqrt_paired(self): + from numpy import nan as npnan + try: + return self.__statistic_paired_lqrt + except AttributeError: + return npnan + + + @property + def pvalue_lqrt_unpaired_equal_variance(self): + from numpy import nan as npnan + try: + return self.__pvalue_lqrt_equal_var + except AttributeError: + return npnan + + + + @property + def statistic_lqrt_unpaired_equal_variance(self): + from numpy import nan as npnan + try: + return self.__statistic_lqrt_equal_var + except AttributeError: + return npnan + + + @property + def pvalue_lqrt_unpaired_unequal_variance(self): + from numpy import nan as npnan + try: + return self.__pvalue_lqrt_unequal_var + except AttributeError: + return npnan + + + + @property + def statistic_lqrt_unpaired_unequal_variance(self): + from numpy import nan as npnan + try: + return self.__statistic_lqrt_unequal_var + except AttributeError: + return npnan + + + # @property # def power(self): # from numpy import nan as npnan @@ -1118,7 +1172,16 @@ def __pre_calc(self): 'statistic_paired_students_t', 'pvalue_kruskal', - 'statistic_kruskal'] + 'statistic_kruskal', + + 'pvalue_lqrt_paired', + 'statistic_lqrt_paired', + + 'pvalue_lqrt_unpaired_equal_variance', + 'statistic_lqrt_unpaired_equal_variance', + + 'pvalue_lqrt_unpaired_unequal_variance', + 'statistic_lqrt_unpaired_unequal_variance'] self.__results = out_.reindex(columns=columns_in_order) self.__results.dropna(axis="columns", how="all", inplace=True) From 42a2de55e894bf53108c506d333b5b83cc7f233b Mon Sep 17 00:00:00 2001 From: "Joses W. Ho" Date: Mon, 23 Dec 2019 16:45:42 +0800 Subject: [PATCH 11/15] add LqRT tests --- dabest/tests/test_01_effsizes_pvals.py | 32 ++++++++++++++++++++++++-- 1 file changed, 30 insertions(+), 2 deletions(-) diff --git a/dabest/tests/test_01_effsizes_pvals.py b/dabest/tests/test_01_effsizes_pvals.py index 57a5af30..151dbdc3 100644 --- a/dabest/tests/test_01_effsizes_pvals.py +++ b/dabest/tests/test_01_effsizes_pvals.py @@ -5,9 +5,10 @@ import sys +import pytest +import lqrt import numpy as np import scipy as sp -import pytest import pandas as pd from .._stats_tools import effsize from .._classes import TwoGroupsEffectSize @@ -176,4 +177,31 @@ def test_ordinal_dominance(): "cliffs_delta", is_paired=False) p1 = sp.stats.brunnermunzel(likert_control, likert_treatment).pvalue - assert es.pvalue_brunner_munzel == pytest.approx(p1) \ No newline at end of file + assert es.pvalue_brunner_munzel == pytest.approx(p1) + + + +def test_lqrt_unpaired(): + es = TwoGroupsEffectSize(wellbeing.control, wellbeing.expt, + "mean_diff", is_paired=False) + + p1 = lqrt.lqrtest_ind(wellbeing.control, wellbeing.expt, + equal_var=False, + random_state=12345) + + p2 = lqrt.lqrtest_ind(wellbeing.control, wellbeing.expt, + equal_var=True, + random_state=12345) + + assert es.pvalue_lqrt_unpaired_unequal_variance == pytest.approx(p1.pvalue) + assert es.pvalue_lqrt_unpaired_equal_variance == pytest.approx(p2.pvalue) + + +def test_lqrt_paired(): + es = TwoGroupsEffectSize(paired_wellbeing.pre, paired_wellbeing.post, + "mean_diff", is_paired=True) + + p1 = lqrt.lqrtest_rel(paired_wellbeing.pre, paired_wellbeing.post, + random_state=12345) + + assert es.pvalue_lqrt_paired == pytest.approx(p1.pvalue) \ No newline at end of file From 73f45b44db8d70a720cac073fa445e25fe69497a Mon Sep 17 00:00:00 2001 From: "Joses W. Ho" Date: Mon, 23 Dec 2019 17:38:07 +0800 Subject: [PATCH 12/15] update inline documentation --- dabest/_classes.py | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/dabest/_classes.py b/dabest/_classes.py index d96c35bd..59ba3088 100644 --- a/dabest/_classes.py +++ b/dabest/_classes.py @@ -449,6 +449,9 @@ def __init__(self, control, test, effect_size, 'pct_low': -0.763588353717278, 'pvalue_brunner_munzel': nan, 'pvalue_kruskal': nan, + 'pvalue_lqrt_paired': nan, + 'pvalue_lqrt_unpaired_equal_variance': 0.36, + 'pvalue_lqrt_unpaired_unequal_variance': 0.36, 'pvalue_mann_whitney': 0.2600723060808019, 'pvalue_paired_students_t': nan, 'pvalue_students_t': 0.34743913903372836, @@ -458,6 +461,9 @@ def __init__(self, control, test, effect_size, 'resamples': 5000, 'statistic_brunner_munzel': nan, 'statistic_kruskal': nan, + 'statistic_lqrt_paired': nan, + 'statistic_lqrt_unpaired_equal_variance': 0.8894980773231964, + 'statistic_lqrt_unpaired_unequal_variance': 0.8916901409507432, 'statistic_mann_whitney': 406.0, 'statistic_paired_students_t': nan, 'statistic_students_t': 0.9472545159069105, From d8dd4bffdee7aecbd26c1ddb95e4543e396bc100 Mon Sep 17 00:00:00 2001 From: "Joses W. Ho" Date: Mon, 23 Dec 2019 17:38:16 +0800 Subject: [PATCH 13/15] update docs --- docs/source/about.rst | 7 ++++++- docs/source/getting-started.rst | 5 +++-- docs/source/release-notes.rst | 13 +++++++++++++ 3 files changed, 22 insertions(+), 3 deletions(-) diff --git a/docs/source/about.rst b/docs/source/about.rst index 7738cf1a..a3644da3 100644 --- a/docs/source/about.rst +++ b/docs/source/about.rst @@ -14,12 +14,17 @@ To find out more about the authors’ research, please visit the `Claridge-Chang Contributors ------------ +- DizietAsahi (`DizietAsahi `_) with `PR #86 `_: Fix bugs in slopegraph and reference line keyword parsing. + +- Adam Li (`@adam2392 `_) with `PR #85 `_: Implement `Lq-Likelihood-Ratio-Type Test `_ in statistical output. + - Mason Malone (`@MasonM `_) with `PR #30 `_: Fix plot error when effect size is 0. - Matthew Edwards (`@mje-nz `_) with `PR #71 `_: Specify dependencies correctly in ``setup.py``. - Adam Nekimken (`@anekimken `_) with `PR #73 `_: Implement inset axes so estimation plots can be plotted on a pre-determined :py:mod:`matplotlib` :py:class:`Axes` object. + Typography ---------- @@ -31,7 +36,7 @@ License The DABEST package in Python is licenced under the `BSD 3-clause Clear License `_. -Copyright (c) 2016-2019, Joses W. Ho +Copyright (c) 2016-2020, Joses W. Ho All rights reserved. Redistribution and use in source and binary forms, with or without diff --git a/docs/source/getting-started.rst b/docs/source/getting-started.rst index 1fe95500..5ab6c523 100644 --- a/docs/source/getting-started.rst +++ b/docs/source/getting-started.rst @@ -10,13 +10,14 @@ Requirements Python 3.7 is strongly recommended. DABEST has also been tested with Python 3.5 and 3.6. -In addition, the following packages are also required: +In addition, the following packages are also required (listed with their minimal versions): * `numpy 1.15 `_ * `scipy 1.2 `_ * `matplotlib 3.0 `_ -* `pandas 0.24 `_ +* `pandas 0.25.3 `_ * `seaborn 0.9 `_ +* `lqrt 0.3.2 `_ To obtain these package dependencies easily, it is highly recommended to download the `Anaconda `_ distribution of Python. diff --git a/docs/source/release-notes.rst b/docs/source/release-notes.rst index d8957b12..6bf01fc9 100644 --- a/docs/source/release-notes.rst +++ b/docs/source/release-notes.rst @@ -4,6 +4,19 @@ Release Notes ============= +v0.2.8 +------ + +This release fixes minor bugs, and implements a new statistical test. There are no known breaking changes to the API; hence **all users are strongly encouraged to upgrade to the latest version**. + +Feature Additions: + - Implement `Lq-Likelihood-Ratio-Type Test `_ in statistical output with `PR #85 `_; thanks to Adam Li (`@adam2392 `_). + +Bug-fixes: + - - Fix bugs in slopegraph and reference line keyword parsing with `PR #86 `_; thanks to DizietAsahi (`DizietAsahi `_). + + + v0.2.7 ------ From d7d644b85b0f30b25914807633b8f398de09fe3b Mon Sep 17 00:00:00 2001 From: "Joses W. Ho" Date: Tue, 24 Dec 2019 11:39:18 +0800 Subject: [PATCH 14/15] =?UTF-8?q?update=20docs=20part=202.=20Merry=20chris?= =?UTF-8?q?tmas!=20=F0=9F=8E=84?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- docs/source/index.rst | 5 ++++- docs/source/release-notes.rst | 2 -- 2 files changed, 4 insertions(+), 3 deletions(-) diff --git a/docs/source/index.rst b/docs/source/index.rst index 3e9e9f87..4ad2d1f3 100644 --- a/docs/source/index.rst +++ b/docs/source/index.rst @@ -18,8 +18,11 @@ Analyze your data with estimation statistics! News ---- +December 2019: + - v0.2.8 released. This release adds the `Lq-Likelihood-Ratio-Type Test `_ in the statistical output, and also a bugfix for slopegraph and reference line keyword parsing. For more information, see the :doc:`release-notes`. + October 2019: - - v0.2.7 released. A minor bugfix in the handling of wide datasets with unequal Ns in each group. For more information, see the :doc:`release-notes`. + - v0.2.7 released. A minor bugfix in the handling of wide datasets with unequal Ns in each group. - v0.2.6 released. This release has one new feature (plotting of estimation plot inside any :py:mod:`matplotlib` :py:class:`Axes`; see the section on :ref:`inset_plot` in the :doc:`tutorial`). There are also two bug patches for the handling of bootstrap plotting, and of dependency installation. September 2019: diff --git a/docs/source/release-notes.rst b/docs/source/release-notes.rst index 6bf01fc9..837f90fe 100644 --- a/docs/source/release-notes.rst +++ b/docs/source/release-notes.rst @@ -20,8 +20,6 @@ Bug-fixes: v0.2.7 ------ -This release addresses a single bug. There are no known breaking changes to the API; hence **all users are strongly encouraged to upgrade to the latest version**. - Bug-fixes: - Bug affecting display of Tufte gapped lines in Cumming plots if the supplied :py:mod:`pandas` :py:class:`DataFrame` was in 'wide' format, but did not have equal number of Ns in the groups. (`Issue #79 `_) From 480a704d91ecdce86f879a0a67e2f0eb2981859b Mon Sep 17 00:00:00 2001 From: "Joses W. Ho" Date: Tue, 24 Dec 2019 11:39:55 +0800 Subject: [PATCH 15/15] =?UTF-8?q?update=20docs=20part=202.=20Merry=20chris?= =?UTF-8?q?tmas!=20=F0=9F=8E=84?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- docs/source/index.rst | 5 ++++- docs/source/release-notes.rst | 4 +--- 2 files changed, 5 insertions(+), 4 deletions(-) diff --git a/docs/source/index.rst b/docs/source/index.rst index 3e9e9f87..4ad2d1f3 100644 --- a/docs/source/index.rst +++ b/docs/source/index.rst @@ -18,8 +18,11 @@ Analyze your data with estimation statistics! News ---- +December 2019: + - v0.2.8 released. This release adds the `Lq-Likelihood-Ratio-Type Test `_ in the statistical output, and also a bugfix for slopegraph and reference line keyword parsing. For more information, see the :doc:`release-notes`. + October 2019: - - v0.2.7 released. A minor bugfix in the handling of wide datasets with unequal Ns in each group. For more information, see the :doc:`release-notes`. + - v0.2.7 released. A minor bugfix in the handling of wide datasets with unequal Ns in each group. - v0.2.6 released. This release has one new feature (plotting of estimation plot inside any :py:mod:`matplotlib` :py:class:`Axes`; see the section on :ref:`inset_plot` in the :doc:`tutorial`). There are also two bug patches for the handling of bootstrap plotting, and of dependency installation. September 2019: diff --git a/docs/source/release-notes.rst b/docs/source/release-notes.rst index 6bf01fc9..40a00d84 100644 --- a/docs/source/release-notes.rst +++ b/docs/source/release-notes.rst @@ -13,15 +13,13 @@ Feature Additions: - Implement `Lq-Likelihood-Ratio-Type Test `_ in statistical output with `PR #85 `_; thanks to Adam Li (`@adam2392 `_). Bug-fixes: - - - Fix bugs in slopegraph and reference line keyword parsing with `PR #86 `_; thanks to DizietAsahi (`DizietAsahi `_). + - Fix bugs in slopegraph and reference line keyword parsing with `PR #86 `_; thanks to DizietAsahi (`DizietAsahi `_). v0.2.7 ------ -This release addresses a single bug. There are no known breaking changes to the API; hence **all users are strongly encouraged to upgrade to the latest version**. - Bug-fixes: - Bug affecting display of Tufte gapped lines in Cumming plots if the supplied :py:mod:`pandas` :py:class:`DataFrame` was in 'wide' format, but did not have equal number of Ns in the groups. (`Issue #79 `_)