From 0a6edd675103076bd5768aca5c70fd9f15c248aa Mon Sep 17 00:00:00 2001 From: "Joses W. Ho" Date: Tue, 3 Sep 2019 18:12:12 +0800 Subject: [PATCH 01/14] version bump --- dabest/__init__.py | 2 +- setup.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/dabest/__init__.py b/dabest/__init__.py index fb3724e4..6dbb4c7e 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__ = "0.2.4" +__version__ = "0.2.5" diff --git a/setup.py b/setup.py index 14dd6993..9e1ae6bd 100644 --- a/setup.py +++ b/setup.py @@ -89,7 +89,7 @@ def check_dependencies(): author_email='joseshowh@gmail.com', maintainer='Joses W. Ho', maintainer_email='joseshowh@gmail.com', - version='0.2.4', + version='0.2.5', description=DESCRIPTION, long_description=LONG_DESCRIPTION, packages=find_packages(), From e7041899424d26c415ccfbefada2fd8cd1637f09 Mon Sep 17 00:00:00 2001 From: "Joses W. Ho" Date: Tue, 3 Sep 2019 18:12:38 +0800 Subject: [PATCH 02/14] fix issue #44 --- dabest/_classes.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/dabest/_classes.py b/dabest/_classes.py index 2a687607..cea9b856 100644 --- a/dabest/_classes.py +++ b/dabest/_classes.py @@ -139,8 +139,8 @@ def __init__(self, data, idx, x, y, paired, id_col, ci, resamples, categories=all_plot_groups, ordered=True) - # Line 143 added in v0.2.4. - plot_data.dropna(inplace=True) + # # The line below was added in v0.2.4, removed in v0.2.5. + # plot_data.dropna(inplace=True) self.__plot_data = plot_data From 48e111a897433252354095cc9a39282a67f11e98 Mon Sep 17 00:00:00 2001 From: "Joses W. Ho" Date: Tue, 3 Sep 2019 18:13:16 +0800 Subject: [PATCH 03/14] explicitly check for duplicate columns --- dabest/_classes.py | 25 ++++++++++++++++++++++--- 1 file changed, 22 insertions(+), 3 deletions(-) diff --git a/dabest/_classes.py b/dabest/_classes.py index cea9b856..e0a6ee8b 100644 --- a/dabest/_classes.py +++ b/dabest/_classes.py @@ -41,12 +41,24 @@ def __init__(self, data, idx, x, y, paired, id_col, ci, resamples, if all([isinstance(i, str) for i in idx]): # flatten out idx. all_plot_groups = pd.unique([t for t in idx]).tolist() + if len(idx) > len(all_plot_groups): + err0 = '`idx` contains duplicated groups. Please remove any duplicates and try again.' + raise ValueError(err0) + # We need to re-wrap this idx inside another tuple so as to # easily loop thru each pairwise group later on. self.__idx = (idx,) elif all([isinstance(i, (tuple, list)) for i in idx]): all_plot_groups = pd.unique([tt for t in idx for tt in t]).tolist() + + actual_groups_given = sum([len(i) for i in idx]) + + if actual_groups_given > len(all_plot_groups): + err0 = 'Groups are repeated across tuples,' + err1 = ' or a tuple has repeated groups in it.' + err2 = ' Please remove any duplicates and try again.' + raise ValueError(err0 + err1 + err2) else: # mix of string and tuple? err = 'There seems to be a problem with the idx you' @@ -91,9 +103,14 @@ def __init__(self, data, idx, x, y, paired, id_col, ci, resamples, # check all the idx can be found in data_in[x] for g in all_plot_groups: if g not in data_in[x].unique(): - raise IndexError('{0} is not a group in `{1}`.'.format(g, x)) + err0 = '"{0}" is not a group in the column `{1}`.'.format(g, x) + err1 = " Please check `idx` and try again." + raise IndexError(err0 + err1) + # Select only rows where the value in the `x` column + # is found in `idx`. plot_data = data_in[data_in.loc[:, x].isin(all_plot_groups)].copy() + # plot_data.drop("index", inplace=True, axis=1) # Assign attributes @@ -113,8 +130,10 @@ def __init__(self, data, idx, x, y, paired, id_col, ci, resamples, # First, check we have all columns in the dataset. for g in all_plot_groups: if g not in data_in.columns: - raise IndexError('{0} is not a column in `data`.'.format(g)) - + err0 = '"{0}" is not a column in `data`.'.format(g) + err1 = " Please check `idx` and try again." + raise IndexError(err0 + err1) + set_all_columns = set(data_in.columns.tolist()) set_all_plot_groups = set(all_plot_groups) id_vars = set_all_columns.difference(set_all_plot_groups) From 4f59fdb408b80506a1a0c8ab5cdf229c62b8fcc9 Mon Sep 17 00:00:00 2001 From: "Joses W. Ho" Date: Tue, 3 Sep 2019 18:15:02 +0800 Subject: [PATCH 04/14] Add Ns for control and test groups (Issue #45) --- dabest/_classes.py | 10 +++++++--- 1 file changed, 7 insertions(+), 3 deletions(-) diff --git a/dabest/_classes.py b/dabest/_classes.py index e0a6ee8b..bf2cf57d 100644 --- a/dabest/_classes.py +++ b/dabest/_classes.py @@ -1009,8 +1009,11 @@ def __pre_calc(self): self.__random_seed) r_dict = result.to_dict() - r_dict["control"] = cname - r_dict["test"] = tname + r_dict["control"] = cname + r_dict["test"] = tname + r_dict["control_N"] = int(len(control)) + r_dict["test_N"] = int(len(test)) + out.append(r_dict) if j == len(idx)-1 and ix == len(current_tuple)-2: @@ -1039,7 +1042,8 @@ def __pre_calc(self): out_ = pd.DataFrame(out) - columns_in_order = ['control', 'test', 'effect_size', 'is_paired', + columns_in_order = ['control', 'test', 'control_N', 'test_N', + 'effect_size', 'is_paired', 'difference', 'ci', 'bca_low', 'bca_high', 'bca_interval_idx', From 4673a1859556a6d6bd817fb31fdebc830235c902 Mon Sep 17 00:00:00 2001 From: "Joses W. Ho" Date: Tue, 3 Sep 2019 18:16:12 +0800 Subject: [PATCH 05/14] Fix Issue ACCLAB/dabestr#48 : bug in calculating 95CIs for paired diffs --- dabest/_stats_tools/confint_1group.py | 51 ++++++++++++---------- dabest/_stats_tools/confint_2group_diff.py | 49 ++++++++++++++++++--- 2 files changed, 72 insertions(+), 28 deletions(-) diff --git a/dabest/_stats_tools/confint_1group.py b/dabest/_stats_tools/confint_1group.py index 0a5fd2a1..4650ea5f 100644 --- a/dabest/_stats_tools/confint_1group.py +++ b/dabest/_stats_tools/confint_1group.py @@ -2,8 +2,28 @@ # -*-coding: utf-8 -*- # Author: Joses Ho # Email : joseshowh@gmail.com +""" +A range of functions to compute bootstraps for a single sample. +""" +def create_bootstrap_indexes(array, resamples=5000, random_seed=12345): + """Given an array-like, returns a generator of bootstrap indexes + to be used for resampling. + """ + import numpy as np + + # Set seed. + np.random.seed(random_seed) + + indexes = range(0, len(array)) + out = (np.random.choice(indexes, len(indexes), replace=True) + for i in range(0, resamples)) + + # Reset seed + np.random.seed() + + return out def compute_1group_jackknife(x, func, *args, **kwargs): """ @@ -20,22 +40,6 @@ def compute_1group_jackknife(x, func, *args, **kwargs): def compute_1group_acceleration(jack_dist): from . import confint_2group_diff as ci_2g return ci_2g._calc_accel(jack_dist) - - - -def _create_bootstrap_indexes(array, resamples=5000): - """Given an array-like, returns a generator of bootstrap indexes - to be used for resampling. - """ - import numpy as np - - indexes = range(0, len(array)) - - out = (np.random.choice(indexes, len(indexes), replace=True) - for i in range(0, resamples)) - - return out - @@ -49,8 +53,9 @@ def compute_1group_bootstraps(x, func, resamples=5000, random_seed=12345, np.random.seed(random_seed) # Create bootstrap indexes. - boot_indexes = _create_bootstrap_indexes(x, resamples) - + boot_indexes = create_bootstrap_indexes(x, resamples=resamples, + random_seed=random_seed) + out = [func(x[b], *args, **kwargs) for b in boot_indexes] del boot_indexes @@ -123,11 +128,13 @@ def summary_ci_1group(x, func, resamples=5000, alpha=0.05, random_seed=12345, from . import confint_2group_diff as ci2g from numpy import sort as npsort - boots = compute_1group_bootstraps(x, func, resamples, random_seed) - bias = compute_1group_bias_correction(x, boots, func) + boots = compute_1group_bootstraps(x, func, resamples=resamples, + random_seed=random_seed, + *args, **kwargs) + bias = compute_1group_bias_correction(x, boots, func) - jk = compute_1group_jackknife(x, func) - accel = ci2g._calc_accel(jk) + jk = compute_1group_jackknife(x, func, *args, **kwargs) + accel = compute_1group_acceleration(jk) del jk ci_idx = ci2g.compute_interval_limits(bias, accel, resamples, alpha) diff --git a/dabest/_stats_tools/confint_2group_diff.py b/dabest/_stats_tools/confint_2group_diff.py index 62b68625..282e39c8 100644 --- a/dabest/_stats_tools/confint_2group_diff.py +++ b/dabest/_stats_tools/confint_2group_diff.py @@ -2,8 +2,10 @@ # -*-coding: utf-8 -*- # Author: Joses Ho # Email : joseshowh@gmail.com - - +""" +A range of functions to compute bootstraps for the mean difference +between two groups. +""" def create_jackknife_indexes(data): """ @@ -103,9 +105,34 @@ def _calc_accel(jack_dist): +# def compute_bootstrapped_diff(x0, x1, is_paired, effect_size, +# resamples=5000, random_seed=12345): +# """Bootstraps the effect_size for 2 groups.""" +# from . import effsize as __es +# import numpy as np +# +# np.random.seed(random_seed) +# +# out = np.repeat(np.nan, resamples) +# x0_len = len(x0) +# x1_len = len(x1) +# +# for i in range(int(resamples)): +# x0_boot = np.random.choice(x0, x0_len, replace=True) +# x1_boot = np.random.choice(x1, x1_len, replace=True) +# out[i] = __es.two_group_difference(x0_boot, x1_boot, +# is_paired, effect_size) +# +# # reset seed +# np.random.seed() +# +# return out + + def compute_bootstrapped_diff(x0, x1, is_paired, effect_size, resamples=5000, random_seed=12345): """Bootstraps the effect_size for 2 groups.""" + from . import effsize as __es import numpy as np @@ -114,11 +141,20 @@ def compute_bootstrapped_diff(x0, x1, is_paired, effect_size, out = np.repeat(np.nan, resamples) x0_len = len(x0) x1_len = len(x1) - + for i in range(int(resamples)): - x0_boot = np.random.choice(x0, x0_len, replace=True) - x1_boot = np.random.choice(x1, x1_len, replace=True) - out[i] = __es.two_group_difference(x0_boot, x1_boot, + + if is_paired: + if x0_len != x1_len: + raise ValueError("The two arrays do not have the same length.") + random_idx = np.random.choice(x0_len, x0_len, replace=True) + x0_sample = x0[random_idx] + x1_sample = x1[random_idx] + else: + x0_sample = np.random.choice(x0, x0_len, replace=True) + x1_sample = np.random.choice(x1, x1_len, replace=True) + + out[i] = __es.two_group_difference(x0_sample, x1_sample, is_paired, effect_size) # reset seed @@ -128,6 +164,7 @@ def compute_bootstrapped_diff(x0, x1, is_paired, effect_size, + def compute_meandiff_bias_correction(bootstraps, effsize): """ Computes the bias correction required for the BCa method From 6c6a2df35999a977f5ce29182bad0ab175a52dac Mon Sep 17 00:00:00 2001 From: "Joses W. Ho" Date: Tue, 3 Sep 2019 18:16:33 +0800 Subject: [PATCH 06/14] Fix Issue #51 automatic labels for y axes --- dabest/plotter.py | 19 ++++++++----------- 1 file changed, 8 insertions(+), 11 deletions(-) diff --git a/dabest/plotter.py b/dabest/plotter.py index 543c6c4c..efe73384 100644 --- a/dabest/plotter.py +++ b/dabest/plotter.py @@ -670,16 +670,13 @@ def EffectSizeDataFramePlotter(EffectSizeDataFrame, **plot_kwargs): - - # Place raw axes y-label. - if plot_kwargs['swarm_label'] is not None: - swarm_label = plot_kwargs['swarm_label'] - else: + # Set raw axes y-label. + swarm_label = plot_kwargs['swarm_label'] + if swarm_label is None and yvar is None: + swarm_label = "value" + elif swarm_label is None and yvar is not None: swarm_label = yvar - rawdata_axes.set_ylabel(swarm_label) - - - + # Place contrast axes y-label. contrast_label_dict = {'mean_diff' : "mean difference", 'median_diff' : "median difference", @@ -702,8 +699,8 @@ def EffectSizeDataFramePlotter(EffectSizeDataFrame, **plot_kwargs): contrast_axes.yaxis.set_label_position("right") - # Set the rawdata axes labels appropriately - rawdata_axes.set_ylabel(plot_kwargs["swarm_label"]) + # Set the rawdata axes labels appropriately + rawdata_axes.set_ylabel(swarm_label) rawdata_axes.set_xlabel("") From 23f83812b8a580ce3b5c2349df9ab94ab5d23a1f Mon Sep 17 00:00:00 2001 From: "Joses W. Ho" Date: Tue, 3 Sep 2019 18:16:51 +0800 Subject: [PATCH 07/14] Test to ensure Issue #44 is fixed --- dabest/tests/test_02_edge_cases.py | 43 ++++++++++++++++++++++++++++++ 1 file changed, 43 insertions(+) create mode 100644 dabest/tests/test_02_edge_cases.py diff --git a/dabest/tests/test_02_edge_cases.py b/dabest/tests/test_02_edge_cases.py new file mode 100644 index 00000000..c6e4d654 --- /dev/null +++ b/dabest/tests/test_02_edge_cases.py @@ -0,0 +1,43 @@ +#!/usr/bin/python +# -*-coding: utf-8 -*- +# Author: Joses Ho +# Email : joseshowh@gmail.com + + +import sys +import numpy as np +import scipy as sp +import pytest +import pandas as pd +from .._api import load + + + +def test_unrelated_columns(N=60, random_seed=12345): + """ + Test to see if 'unrelated' columns jam up the analysis. + See Github Issue 43. + https://github.com/ACCLAB/DABEST-python/issues/44. + + Added in v0.2.5. + """ + + np.random.seed(random_seed) + + df = pd.DataFrame( + {'groups': np.random.choice(['Group 1', 'Group 2', 'Group 3'], size=(N,)), + 'color' : np.random.choice(['green', 'red', 'purple'], size=(N,)), + 'value': np.random.random(size=(N,))}) + + np.random.seed() + + df['unrelated'] = np.nan + + test = load(data=df, x='groups', y='value', + idx=['Group 1', 'Group 2']) + + md = test.mean_diff.results + + assert md.difference[0] == pytest.approx(0.1115, abs=1e-6) + assert md.bca_low[0] == pytest.approx(-0.042835, abs=1e-6) + assert md.bca_high[0] == pytest.approx(0.264542, abs=1e-6) \ No newline at end of file From ff9ce0459b21d5a3f080781b479981d8e3cac164 Mon Sep 17 00:00:00 2001 From: "Joses W. Ho" Date: Tue, 3 Sep 2019 18:17:04 +0800 Subject: [PATCH 08/14] rename tests --- dabest/tests/test_03_confint.py | 134 ------------------ ...est_02_plotting.py => test_03_plotting.py} | 0 2 files changed, 134 deletions(-) delete mode 100644 dabest/tests/test_03_confint.py rename dabest/tests/{test_02_plotting.py => test_03_plotting.py} (100%) diff --git a/dabest/tests/test_03_confint.py b/dabest/tests/test_03_confint.py deleted file mode 100644 index 0d47d939..00000000 --- a/dabest/tests/test_03_confint.py +++ /dev/null @@ -1,134 +0,0 @@ -#! /usr/bin/env python - -import numpy as np -from scipy.stats import norm -from scipy.stats import skewnorm -import pandas as pd - -from .._api import load - - -np.random.seed(88888) - - - -def test_unpaired_ci(reps=40, ci=95): - - POPULATION_N = 10000 - SAMPLE_N = 10 - - # Create data for hedges g and cohens d. - CONTROL_MEAN = np.random.randint(1, 1000) - POP_SD = np.random.randint(1, 15) - POP_D = np.round(np.random.uniform(-2, 2, 1)[0], 2) - - TRUE_STD_DIFFERENCE = CONTROL_MEAN + (POP_D * POP_SD) - norm_sample_kwargs = dict(scale=POP_SD, size=SAMPLE_N) - c1 = norm.rvs(loc=CONTROL_MEAN, **norm_sample_kwargs) - t1 = norm.rvs(loc=CONTROL_MEAN+TRUE_STD_DIFFERENCE, **norm_sample_kwargs) - - std_diff_df = pd.DataFrame({'Control' : c1, 'Test': t1}) - - - - # Create mean_diff data - CONTROL_MEAN = np.random.randint(1, 1000) - POP_SD = np.random.randint(1, 15) - TRUE_DIFFERENCE = np.random.randint(-POP_SD*5, POP_SD*5) - - c1 = norm.rvs(loc=CONTROL_MEAN, **norm_sample_kwargs) - t1 = norm.rvs(loc=CONTROL_MEAN+TRUE_DIFFERENCE, **norm_sample_kwargs) - - mean_df = pd.DataFrame({'Control' : c1, 'Test': t1}) - - - - # Create median_diff data - MEDIAN_DIFFERENCE = np.random.randint(-5, 5) - A = np.random.randint(-7, 7) - - skew_kwargs = dict(a=A, scale=5, size=POPULATION_N) - skewpop1 = skewnorm.rvs(**skew_kwargs, loc=100) - skewpop2 = skewnorm.rvs(**skew_kwargs, loc=100+MEDIAN_DIFFERENCE) - - sample_kwargs = dict(replace=False, size=SAMPLE_N) - skewsample1 = np.random.choice(skewpop1, **sample_kwargs) - skewsample2 = np.random.choice(skewpop2, **sample_kwargs) - - median_df = pd.DataFrame({'Control' : skewsample1, 'Test': skewsample2}) - - - - # Create two populations with a 50% overlap. - CD_DIFFERENCE = np.random.randint(1, 10) - SD = np.abs(CD_DIFFERENCE) - - pop_kwargs = dict(scale=SD, size=POPULATION_N) - pop1 = norm.rvs(loc=100, **pop_kwargs) - pop2 = norm.rvs(loc=100+CD_DIFFERENCE, **pop_kwargs) - - sample_kwargs = dict(replace=False, size=SAMPLE_N) - sample1 = np.random.choice(pop1, **sample_kwargs) - sample2 = np.random.choice(pop2, **sample_kwargs) - - cd_df = pd.DataFrame({'Control' : sample1, 'Test': sample2}) - - - - # Create several CIs and see if the true population difference lies within. - error_count_cohens_d = 0 - error_count_hedges_g = 0 - error_count_mean_diff = 0 - error_count_median_diff = 0 - error_count_cliffs_delta = 0 - - for i in range(0, reps): - # pick a random seed - rnd_sd = np.random.randint(0, 999999) - load_kwargs = dict(ci=ci, random_seed=rnd_sd) - - - - std_diff_data = load(data=std_diff_df, idx=("Control", "Test"), **load_kwargs) - - cd = std_diff_data.cohens_d.results - cd_low, cd_high = float(cd.bca_low), float(cd.bca_high) - if cd_low < POP_D < cd_high is False: - error_count_cohens_d += 1 - - hg = std_diff_data.hedges_g.results - hg_low, hg_high = float(hg.bca_low), float(hg.bca_high) - if hg_low < POP_D < hg_high is False: - error_count_hedges_g += 1 - - - - mean_diff_data = load(data=mean_df, idx=("Control", "Test"), **load_kwargs) - mean_d = mean_diff_data.mean_diff.results - mean_d_low, mean_d_high = float(mean_d.bca_low), float(mean_d.bca_high) - if mean_d_low < TRUE_DIFFERENCE < mean_d_high is False: - error_count_mean_diff += 1 - - - median_diff_data = load(data=median_df, idx=("Control", "Test"), - **load_kwargs) - median_d = median_diff_data.median_diff.results - median_d_low, median_d_high = float(median_d.bca_low), float(median_d.bca_high) - if median_d_low < MEDIAN_DIFFERENCE < median_d_high is False: - error_count_median_diff += 1 - - - cd_data = load(data=cd_df, idx=("Control", "Test"), **load_kwargs) - cd = cd_data.cliffs_delta.results - low, high = float(cd.bca_low), float(cd.bca_high) - if low < 0.5 < high is False: - error_count_cliffs_delta += 1 - - - max_errors = int(np.ceil(reps * (100 - ci) / 100)) - - assert error_count_cohens_d <= max_errors - assert error_count_hedges_g <= max_errors - assert error_count_mean_diff <= max_errors - assert error_count_median_diff <= max_errors - assert error_count_cliffs_delta <= max_errors diff --git a/dabest/tests/test_02_plotting.py b/dabest/tests/test_03_plotting.py similarity index 100% rename from dabest/tests/test_02_plotting.py rename to dabest/tests/test_03_plotting.py From ae8c00462e023759da7880343f85e975cf02567c Mon Sep 17 00:00:00 2001 From: "Joses W. Ho" Date: Tue, 3 Sep 2019 18:17:31 +0800 Subject: [PATCH 09/14] add test to ensure ACCLAB/dabestr#48 is fixed --- dabest/tests/test_99_confint.py | 38 +++++++++++++++++++++++++++++++++ 1 file changed, 38 insertions(+) create mode 100644 dabest/tests/test_99_confint.py diff --git a/dabest/tests/test_99_confint.py b/dabest/tests/test_99_confint.py new file mode 100644 index 00000000..218b8442 --- /dev/null +++ b/dabest/tests/test_99_confint.py @@ -0,0 +1,38 @@ +def test_paired_mean_diff_ci(): + # See Altman et al., Statistics with Confidence: + # Confidence Intervals and Statistical Guidelines (Second Edition). Wiley, 2000. + # Pg 31. + # Added in v0.2.5. + blood_pressure = {"before": [148, 142, 136, 134, 138, 140, 132, 144, + 128, 170, 162, 150, 138, 154, 126, 116], + "after" : [152, 152, 134, 148, 144, 136, 144, 150, + 146, 174, 162, 162, 146, 156, 132, 126], + "subject_id" : np.arange(1, 17)} + exercise_bp = pd.DataFrame(blood_pressure) + + + ex_bp = load(data=exercise_bp, idx=("before", "after"), + paired=True, id_col="subject_id") + paired_mean_diff = ex_bp.mean_diff.results + + assert pytest.approx(3.625) == paired_mean_diff.bca_low[0] + assert pytest.approx(9.125) == paired_mean_diff.bca_high[0] + + +# def test_paired_median_diff_ci(): +# # See Altman et al., Statistics with Confidence: +# # Confidence Intervals and Statistical Guidelines (Second Edition). Wiley, 2000. +# # Pg 31. +# endorphin = {"before": [10.6, 5.2, 8.4, 9.0, 6.6, 4.6, +# 14.1, 5.2, 4.4, 17.4, 7.2], +# "after" : [14.6, 15.6, 20.2, 20.9, 24.0, +# 25.0, 35.2, 30.2, 30.0, 46.2, 37.0], +# "subject_id" : np.arange(1, 12)} +# marathon = pd.DataFrame(endorphin) +# +# +# endorphin_marathon = load(data=marathon, idx=("before", "after"), +# paired=True, id_col="subject_id") +# paired_median_diff = endorphin_marathon.median_diff.results +# +# assert pytest.approx(10.4) == paired_median_diff.bca_low[0] From 32049c9a3c92855ef119d5b02d7c97cef320385d Mon Sep 17 00:00:00 2001 From: "Joses W. Ho" Date: Tue, 3 Sep 2019 18:17:41 +0800 Subject: [PATCH 10/14] add confint test --- dabest/tests/test_99_confint.py | 135 ++++++++++++++++++++++++++++++++ 1 file changed, 135 insertions(+) diff --git a/dabest/tests/test_99_confint.py b/dabest/tests/test_99_confint.py index 218b8442..8f476aa0 100644 --- a/dabest/tests/test_99_confint.py +++ b/dabest/tests/test_99_confint.py @@ -1,3 +1,15 @@ +#! /usr/bin/env python + +import numpy as np +from scipy.stats import norm +from scipy.stats import skewnorm +import pandas as pd +import pytest + +from .._api import load + + + def test_paired_mean_diff_ci(): # See Altman et al., Statistics with Confidence: # Confidence Intervals and Statistical Guidelines (Second Edition). Wiley, 2000. @@ -36,3 +48,126 @@ def test_paired_mean_diff_ci(): # paired_median_diff = endorphin_marathon.median_diff.results # # assert pytest.approx(10.4) == paired_median_diff.bca_low[0] +# assert pytest.approx(25.0) == paired_median_diff.bca_high[0] + + +def test_unpaired_ci(reps=30, ci=95): + # Dropped to 30 reps to save time. v0.2.5. + POPULATION_N = 10000 + SAMPLE_N = 10 + + # Create data for hedges g and cohens d. + CONTROL_MEAN = np.random.randint(1, 1000) + POP_SD = np.random.randint(1, 15) + POP_D = np.round(np.random.uniform(-2, 2, 1)[0], 2) + + TRUE_STD_DIFFERENCE = CONTROL_MEAN + (POP_D * POP_SD) + norm_sample_kwargs = dict(scale=POP_SD, size=SAMPLE_N) + c1 = norm.rvs(loc=CONTROL_MEAN, **norm_sample_kwargs) + t1 = norm.rvs(loc=CONTROL_MEAN+TRUE_STD_DIFFERENCE, **norm_sample_kwargs) + + std_diff_df = pd.DataFrame({'Control' : c1, 'Test': t1}) + + + + # Create mean_diff data + CONTROL_MEAN = np.random.randint(1, 1000) + POP_SD = np.random.randint(1, 15) + TRUE_DIFFERENCE = np.random.randint(-POP_SD*5, POP_SD*5) + + c1 = norm.rvs(loc=CONTROL_MEAN, **norm_sample_kwargs) + t1 = norm.rvs(loc=CONTROL_MEAN+TRUE_DIFFERENCE, **norm_sample_kwargs) + + mean_df = pd.DataFrame({'Control' : c1, 'Test': t1}) + + + + # Create median_diff data + MEDIAN_DIFFERENCE = np.random.randint(-5, 5) + A = np.random.randint(-7, 7) + + skew_kwargs = dict(a=A, scale=5, size=POPULATION_N) + skewpop1 = skewnorm.rvs(**skew_kwargs, loc=100) + skewpop2 = skewnorm.rvs(**skew_kwargs, loc=100+MEDIAN_DIFFERENCE) + + sample_kwargs = dict(replace=False, size=SAMPLE_N) + skewsample1 = np.random.choice(skewpop1, **sample_kwargs) + skewsample2 = np.random.choice(skewpop2, **sample_kwargs) + + median_df = pd.DataFrame({'Control' : skewsample1, 'Test': skewsample2}) + + + + # Create two populations with a 50% overlap. + CD_DIFFERENCE = np.random.randint(1, 10) + SD = np.abs(CD_DIFFERENCE) + + pop_kwargs = dict(scale=SD, size=POPULATION_N) + pop1 = norm.rvs(loc=100, **pop_kwargs) + pop2 = norm.rvs(loc=100+CD_DIFFERENCE, **pop_kwargs) + + sample_kwargs = dict(replace=False, size=SAMPLE_N) + sample1 = np.random.choice(pop1, **sample_kwargs) + sample2 = np.random.choice(pop2, **sample_kwargs) + + cd_df = pd.DataFrame({'Control' : sample1, 'Test': sample2}) + + + + # Create several CIs and see if the true population difference lies within. + error_count_cohens_d = 0 + error_count_hedges_g = 0 + error_count_mean_diff = 0 + error_count_median_diff = 0 + error_count_cliffs_delta = 0 + + for i in range(0, reps): + # pick a random seed + rnd_sd = np.random.randint(0, 999999) + load_kwargs = dict(ci=ci, random_seed=rnd_sd) + + + + std_diff_data = load(data=std_diff_df, idx=("Control", "Test"), **load_kwargs) + + cd = std_diff_data.cohens_d.results + cd_low, cd_high = float(cd.bca_low), float(cd.bca_high) + if cd_low < POP_D < cd_high is False: + error_count_cohens_d += 1 + + hg = std_diff_data.hedges_g.results + hg_low, hg_high = float(hg.bca_low), float(hg.bca_high) + if hg_low < POP_D < hg_high is False: + error_count_hedges_g += 1 + + + + mean_diff_data = load(data=mean_df, idx=("Control", "Test"), **load_kwargs) + mean_d = mean_diff_data.mean_diff.results + mean_d_low, mean_d_high = float(mean_d.bca_low), float(mean_d.bca_high) + if mean_d_low < TRUE_DIFFERENCE < mean_d_high is False: + error_count_mean_diff += 1 + + + median_diff_data = load(data=median_df, idx=("Control", "Test"), + **load_kwargs) + median_d = median_diff_data.median_diff.results + median_d_low, median_d_high = float(median_d.bca_low), float(median_d.bca_high) + if median_d_low < MEDIAN_DIFFERENCE < median_d_high is False: + error_count_median_diff += 1 + + + cd_data = load(data=cd_df, idx=("Control", "Test"), **load_kwargs) + cd = cd_data.cliffs_delta.results + low, high = float(cd.bca_low), float(cd.bca_high) + if low < 0.5 < high is False: + error_count_cliffs_delta += 1 + + + max_errors = int(np.ceil(reps * (100 - ci) / 100)) + + assert error_count_cohens_d <= max_errors + assert error_count_hedges_g <= max_errors + assert error_count_mean_diff <= max_errors + assert error_count_median_diff <= max_errors + assert error_count_cliffs_delta <= max_errors From cb78805336eb2bcba68023b4eefffe84211c3c4f Mon Sep 17 00:00:00 2001 From: "Joses W. Ho" Date: Wed, 4 Sep 2019 13:30:41 +0800 Subject: [PATCH 11/14] add Ns to `statistical_tests` output. --- dabest/_classes.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/dabest/_classes.py b/dabest/_classes.py index bf2cf57d..99eb2e82 100644 --- a/dabest/_classes.py +++ b/dabest/_classes.py @@ -1279,7 +1279,8 @@ def statistical_tests(self): stats_columns = [c for c in results_df.columns if c.startswith("statistic") or c.startswith("pvalue")] - default_cols = ['control', 'test', 'effect_size', 'is_paired', + default_cols = ['control', 'test', 'control_N', 'test_N', + 'effect_size', 'is_paired', 'difference', 'ci', 'bca_low', 'bca_high'] cols_of_interest = default_cols + stats_columns From 658e9e521dabaec9246592df9a8176d00ace2a8a Mon Sep 17 00:00:00 2001 From: "Joses W. 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zk;RZhFqv%$Ows}zzJWGbWG$Oz$eVKfaL|8|bQ=x;asO}G(f=Je#k}XUj)!Z`vL=^O P@ZVWEW!cnI`gi^Z=2o$| From b5062efafe2b0e6ac33c8931fdda1505e9762094 Mon Sep 17 00:00:00 2001 From: "Joses W. Ho" Date: Wed, 4 Sep 2019 15:12:09 +0800 Subject: [PATCH 13/14] add notes for v0.2.5 --- docs/source/index.rst | 5 ++++- docs/source/release-notes.rst | 14 ++++++++++++++ 2 files changed, 18 insertions(+), 1 deletion(-) diff --git a/docs/source/index.rst b/docs/source/index.rst index 49e0ec14..60a21802 100644 --- a/docs/source/index.rst +++ b/docs/source/index.rst @@ -18,8 +18,11 @@ Analyze your data with estimation statistics! News ---- +September 2019: + - v0.2.5 released. This release addresses two feature requests, and also patches two bugs: one affecting the paired difference CIs, and one involving NaNs in unused/irrelevant columns. See the :doc:`release-notes`. + May 2019: - - v0.2.4 released. This is a patch for a set of bugs that mis-aligned Gardner-Altman plots, and also adds the capability to tweak the x-position of the Tufte gapped lines. See the :doc:`release-notes`. + - v0.2.4 released. This is a patch for a set of bugs that mis-aligned Gardner-Altman plots, and also adds the capability to tweak the x-position of the Tufte gapped lines. - v0.2.3 released. This is a fix for a bug that did not properly handle x-columns which were pandas Categorical objects. diff --git a/docs/source/release-notes.rst b/docs/source/release-notes.rst index e70c2f70..7b2d1abf 100644 --- a/docs/source/release-notes.rst +++ b/docs/source/release-notes.rst @@ -4,6 +4,20 @@ Release Notes ============= +v0.2.5 +------ + +This release addresses a number of bugs and feature improvements. There are no known breaking changes to the API; hence **all users are strongly encouraged to upgrade to the latest version**. + +Feature additions: + - Adding Ns of each group to the results DataFrame. (`Issue #45 `_) + - Auto-labelling the swarmplot rawdata axes y-label. (`Issue #51 `_) + +Bug-fixes: + - Bug affecting calculation of paired difference confidence intervals. (`Issue #48 in ACCLAB/dabestr `_) + - NaNs in unused/unrelated columns would result in null results (`Issue #44 `_) + + v0.2.4 ------ From 4f68916fc8d8d7325bb2a404c6238fda456dfea2 Mon Sep 17 00:00:00 2001 From: "Joses W. Ho" Date: Wed, 4 Sep 2019 15:12:38 +0800 Subject: [PATCH 14/14] add code line numbers; general linting --- docs/source/tutorial.rst | 798 ++++++++++++++++++++------------------- 1 file changed, 418 insertions(+), 380 deletions(-) diff --git a/docs/source/tutorial.rst b/docs/source/tutorial.rst index f121300c..6ca1dc47 100644 --- a/docs/source/tutorial.rst +++ b/docs/source/tutorial.rst @@ -7,64 +7,66 @@ Tutorial Load Libraries -------------- -.. code:: ipython3 +.. code-block:: python3 + :linenos: - >>> import numpy as np - >>> import pandas as pd - >>> import dabest - - >>> print("We're using DABEST v{}".format(dabest.__version__)) + import numpy as np + import pandas as pd + import dabest + + print("We're using DABEST v{}".format(dabest.__version__)) .. parsed-literal:: - We're using DABEST v0.2.4 + We're using DABEST v0.2.5 Create dataset for demo ----------------------- -Here, we create a dataset to illustrate how :keyword:`dabest` functions. In +Here, we create a dataset to illustrate how ``dabest`` functions. In this dataset, each column corresponds to a group of observations. -.. code:: ipython3 - - >>> from scipy.stats import norm # Used in generation of populations. - - >>> np.random.seed(9999) # Fix the seed so the results are replicable. - >>> Ns = 20 # The number of samples taken from each population - - >>> # Create samples - >>> c1 = norm.rvs(loc=3, scale=0.4, size=Ns) - >>> c2 = norm.rvs(loc=3.5, scale=0.75, size=Ns) - >>> c3 = norm.rvs(loc=3.25, scale=0.4, size=Ns) - - >>> t1 = norm.rvs(loc=3.5, scale=0.5, size=Ns) - >>> t2 = norm.rvs(loc=2.5, scale=0.6, size=Ns) - >>> t3 = norm.rvs(loc=3, scale=0.75, size=Ns) - >>> t4 = norm.rvs(loc=3.5, scale=0.75, size=Ns) - >>> t5 = norm.rvs(loc=3.25, scale=0.4, size=Ns) - >>> t6 = norm.rvs(loc=3.25, scale=0.4, size=Ns) - - - >>> # Add a `gender` column for coloring the data. - >>> females = np.repeat('Female', Ns/2).tolist() - >>> males = np.repeat('Male', Ns/2).tolist() - >>> gender = females + males - - >>> # Add an `id` column for paired data plotting. - >>> id_col = pd.Series(range(1, Ns+1)) - - >>> # Combine samples and gender into a DataFrame. - >>> df = pd.DataFrame({'Control 1' : c1, 'Test 1' : t1, - ... 'Control 2' : c2, 'Test 2' : t2, - ... 'Control 3' : c3, 'Test 3' : t3, - ... 'Test 4' : t4, 'Test 5' : t5, - ... 'Test 6' : t6, - ... 'Gender' : gender, 'ID' : id_col - ... }) +.. code-block:: python3 + :linenos: -Note that we have 9 samples (3 Control samples and 6 Test samples). Our + from scipy.stats import norm # Used in generation of populations. + + np.random.seed(9999) # Fix the seed so the results are replicable. + # pop_size = 10000 # Size of each population. + Ns = 20 # The number of samples taken from each population + + # Create samples + c1 = norm.rvs(loc=3, scale=0.4, size=Ns) + c2 = norm.rvs(loc=3.5, scale=0.75, size=Ns) + c3 = norm.rvs(loc=3.25, scale=0.4, size=Ns) + + t1 = norm.rvs(loc=3.5, scale=0.5, size=Ns) + t2 = norm.rvs(loc=2.5, scale=0.6, size=Ns) + t3 = norm.rvs(loc=3, scale=0.75, size=Ns) + t4 = norm.rvs(loc=3.5, scale=0.75, size=Ns) + t5 = norm.rvs(loc=3.25, scale=0.4, size=Ns) + t6 = norm.rvs(loc=3.25, scale=0.4, size=Ns) + + + # Add a `gender` column for coloring the data. + females = np.repeat('Female', Ns/2).tolist() + males = np.repeat('Male', Ns/2).tolist() + gender = females + males + + # Add an `id` column for paired data plotting. + id_col = pd.Series(range(1, Ns+1)) + + # Combine samples and gender into a DataFrame. + df = pd.DataFrame({'Control 1' : c1, 'Control 2' : c2, 'Control 3' : c3, + 'Test 1' : t1, 'Test 2' : t2, 'Test 3' : t3, + 'Test 4' : t4, 'Test 5' : t5, 'Test 6' : t6, + + 'Gender' : gender, 'ID' : id_col + }) + +Note that we have 9 groups (3 Control samples and 6 Test samples). Our dataset also has a non-numerical column indicating gender, and another column indicating the identity of each observation. @@ -72,9 +74,10 @@ This is known as a 'wide' dataset. See this `writeup `__ for more details. -.. code:: ipython3 +.. code-block:: python3 + :linenos: - df.head() # Displays the first 5 rows of our dataset. + df.head() @@ -82,29 +85,23 @@ for more details. .. raw:: html

- - + + @@ -120,6 +117,7 @@ for more details. + @@ -133,6 +131,7 @@ for more details. + @@ -146,6 +145,7 @@ for more details. + @@ -159,6 +159,7 @@ for more details. + @@ -172,6 +173,7 @@ for more details. + @@ -196,31 +198,35 @@ Loading Data Before we create estimation plots and obtain confidence intervals for our effect sizes, we need to load the data and the relevant groups. -We simply supply the DataFrame to :keyword:`dabest.load()`. We also must supply -the two groups you want to compare in the :keyword:`idx` argument as a tuple or +We simply supply the DataFrame to ``dabest.load()``. We also must supply +the two groups you want to compare in the ``idx`` argument as a tuple or list. -.. code:: ipython3 +.. code-block:: python3 + :linenos: - >>> two_groups_unpaired = dabest.load(df, idx=("Control 1", "Test 1")) + two_groups_unpaired = dabest.load(df, + idx=("Control 1", "Test 1"), + resamples=5000) -Calling this `Dabest` object gives you a gentle greeting, as well as +Calling this ``Dabest`` object gives you a gentle greeting, as well as the comparisons that can be computed. -.. code:: ipython3 +.. code-block:: python3 + :linenos: - >>> two_groups_unpaired + two_groups_unpaired .. parsed-literal:: - DABEST v0.2.1 + DABEST v0.2.5 ============= Good afternoon! - The current time is Mon Mar 11 16:19:24 2019. + The current time is Wed Sep 4 14:34:59 2019. Effect size(s) with 95% confidence intervals will be computed for: 1. Test 1 minus Control 1 @@ -233,29 +239,33 @@ Changing statistical parameters ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ If the dataset contains paired data (ie. repeated observations), specify -this with the :keyword:`paired` keyword. You must also pass a column in the +this with the ``paired`` keyword. You must also pass a column in the dataset that indicates the identity of each observation, using the -:keyword:`id_col` keyword. +``id_col`` keyword. -.. code:: ipython3 +.. code-block:: python3 + :linenos: - >>> two_groups_paired = dabest.load(df, idx=("Control 1", "Test 1"), - ... paired=True, id_col="ID") + two_groups_paired = dabest.load(df, + idx=("Control 1", "Test 1"), + paired=True, + id_col="ID") -.. code:: ipython3 +.. code-block:: python3 + :linenos: - >>> two_groups_paired + two_groups_paired .. parsed-literal:: - DABEST v0.2.1 + DABEST v0.2.5 ============= Good afternoon! - The current time is Mon Mar 11 16:19:25 2019. + The current time is Wed Sep 4 14:34:59 2019. Paired effect size(s) with 95% confidence intervals will be computed for: 1. Test 1 minus Control 1 @@ -267,26 +277,25 @@ dataset that indicates the identity of each observation, using the You can also change the width of the confidence interval that will be produced. -.. code:: ipython3 - - >>> two_groups_unpaired_ci90 = dabest.load(df, - ... idx=("Control 1", "Test 1"), - ... ci=90) +.. code-block:: python3 + :linenos: -.. code:: ipython3 - - >>> two_groups_unpaired_ci90 + two_groups_unpaired_ci90 = dabest.load(df, + idx=("Control 1", "Test 1"), + ci=90) + + two_groups_unpaired_ci90 # prints out the text below! .. parsed-literal:: - DABEST v0.2.1 + DABEST v0.2.5 ============= Good afternoon! - The current time is Mon Mar 11 16:19:25 2019. + The current time is Wed Sep 4 14:34:59 2019. Effect size(s) with 90% confidence intervals will be computed for: 1. Test 1 minus Control 1 @@ -298,33 +307,35 @@ produced. Effect sizes ------------ -:keyword:`dabest` now features a range of effect sizes: - -- the mean difference (:keyword:`mean_diff`) -- the median difference (:keyword:`median_diff`) -- `Cohen's *d* `__ (:keyword:`cohens_d`) -- `Hedges' *g* `__ (:keyword:`hedges_g`) -- `Cliff's delta `__ (:keyword:`cliffs_delta`) +``dabest`` now features a range of effect sizes: - the mean difference +(``mean_diff``) - the median difference (``median_diff``) - `Cohen's +*d* `__ +(``cohens_d``) - `Hedges' +*g* `__ +(``hedges_g``) - `Cliff's +delta `__ +(``cliffs_delta``) -Each of these are attributes of the `Dabest` object. +Each of these are attributes of the ``Dabest`` object. -.. code:: ipython3 +.. code-block:: python3 + :linenos: - >>> two_groups_unpaired.mean_diff + two_groups_unpaired.mean_diff .. parsed-literal:: - DABEST v0.2.1 + DABEST v0.2.5 ============= Good afternoon! - The current time is Mon Mar 11 16:19:25 2019. + The current time is Wed Sep 4 14:35:00 2019. The unpaired mean difference between Control 1 and Test 1 is 0.48 [95%CI 0.205, 0.774]. - The two-sided p-value of the Mann-Whitney test is 0.000813. + The two-sided p-value of the Mann-Whitney test is 0.00163. 5000 bootstrap samples were taken; the confidence interval is bias-corrected and accelerated. The p-value(s) reported are the likelihood(s) of observing the effect size(s), @@ -338,20 +349,28 @@ For each comparison, the type of effect size is reported (here, it's the "unpaired mean difference"). The confidence interval is reported as: [*confidenceIntervalWidth* -*LowerBound*, *UpperBound*], and is generated through bootstrap resampling. -See :ref:`Bootstrap Confidence Intervals` for more details. +*LowerBound*, *UpperBound*] + +This confidence interval is generated through bootstrap resampling. See +:ref:``Bootstrap Confidence Intervals`` for more details. By default, DABEST will report the two-sided p-value of the most -conservative test that is appropriate for the effect size. This is the -statistical test that does not assume normality of the +conservative test that is appropriate for the effect size. "Most +conservative" refers to the test that does not assume normality of the underlying populations, and does not assume that both of them do not share the same variance (ie. heteroscadacity). -You can access the results as a ``pandas DataFrame``. +As noted in the output, you can use ``.mean_diff.statistical_tests`` to +obtain the p-values and test statistics for all relavant statistical +tests. + +You can access the results as a pandas DataFrame as well. -.. code:: ipython3 +.. code-block:: python3 + :linenos: - >>> two_groups_unpaired.mean_diff.results + pd.options.display.max_columns = 50 # to display all columns. + two_groups_unpaired.mean_diff.results @@ -360,6 +379,17 @@ You can access the results as a ``pandas DataFrame``.
Control 1 Test 1 Control 2
0 2.793984 3.420875 3.3246611
1 3.236759 3.467972 3.6851862
2 3.019149 4.377179 5.6168913
3 2.804638 4.564780 2.7731524
4 2.858019 3.220058 2.550361
@@ -367,6 +397,8 @@ You can access the results as a ``pandas DataFrame``. + + @@ -393,6 +425,8 @@ You can access the results as a ``pandas DataFrame``. + + @@ -410,7 +444,7 @@ You can access the results as a ``pandas DataFrame``. - + @@ -419,20 +453,19 @@ You can access the results as a ``pandas DataFrame``. -You can use ``.mean_diff.statistical_tests`` to -obtain the p-values and test statistics for all relavant statistical -tests. - -.. code:: ipython3 +.. code-block:: python3 + :linenos: + + two_groups_unpaired.mean_diff.statistical_tests + - >>> two_groups_unpaired.mean_diff.statistical_tests .. raw:: html
control testcontrol_Ntest_N effect_size is_paired difference0 Control 1 Test 12020 mean difference False 0.48029-3.308806 0.002057 -3.3088060.0008130.001625 83.0
@@ -450,6 +483,8 @@ tests. + + @@ -469,6 +504,8 @@ tests. + + @@ -479,7 +516,7 @@ tests. - + @@ -490,23 +527,24 @@ tests. Let's compute the Hedges' g for our comparison. -.. code:: ipython3 +.. code-block:: python3 + :linenos: - >>> two_groups_unpaired.hedges_g + two_groups_unpaired.hedges_g .. parsed-literal:: - DABEST v0.2.1 + DABEST v0.2.5 ============= Good afternoon! - The current time is Mon Mar 11 16:19:26 2019. + The current time is Wed Sep 4 14:35:01 2019. The unpaired Hedges' g between Control 1 and Test 1 is 1.03 [95%CI 0.317, 1.62]. - The two-sided p-value of the Mann-Whitney test is 0.000813. + The two-sided p-value of the Mann-Whitney test is 0.00163. 5000 bootstrap samples were taken; the confidence interval is bias-corrected and accelerated. The p-value(s) reported are the likelihood(s) of observing the effect size(s), @@ -516,9 +554,10 @@ Let's compute the Hedges' g for our comparison. -.. code:: ipython3 +.. code-block:: python3 + :linenos: - >>> two_groups_unpaired.hedges_g.results + two_groups_unpaired.hedges_g.results @@ -527,6 +566,17 @@ Let's compute the Hedges' g for our comparison.
control testcontrol_Ntest_N effect_size is_paired difference0 Control 1 Test 12020 mean difference False 0.48029-3.308806 0.002057 -3.3088060.0008130.001625 83.0
@@ -534,6 +584,8 @@ Let's compute the Hedges' g for our comparison. + + @@ -542,7 +594,7 @@ Let's compute the Hedges' g for our comparison. - + @@ -560,6 +612,8 @@ Let's compute the Hedges' g for our comparison. + + @@ -568,7 +622,7 @@ Let's compute the Hedges' g for our comparison. - + @@ -577,12 +631,11 @@ Let's compute the Hedges' g for our comparison. - +
control testcontrol_Ntest_N effect_size is_paired differencebca_high bca_interval_idx pct_low...pct_high pct_interval_idx bootstraps resamples0 Control 1 Test 12020 Hedges' g False 1.0255251.616235 (42, 4725) 0.44486...1.745146 (125, 4875) [-0.1491709040527835, -0.0504066101302326, 0.0... 5000-3.308806 0.002057 -3.3088060.0008130.001625 83.0
-

1 rows × 21 columns

@@ -591,132 +644,118 @@ Producing estimation plots -------------------------- To produce a **Gardner-Altman estimation plot**, simply use the -:keyword:`.plot()` method. You can read more about its genesis and design +``.plot()`` method. You can read more about its genesis and design inspiration here. -Every effect size instance has access to the :keyword:`.plot()` method. This +Every effect size instance has access to the ``.plot()`` method. This means you can quickly create plots for different effect sizes easily. -.. code:: ipython3 - - >>> two_groups_unpaired.mean_diff.plot() - - - +.. code-block:: python3 + :linenos: -.. image:: _images/tutorial_26_0.png + two_groups_unpaired.mean_diff.plot(); +.. image:: _images/tutorial_27_1.png -.. code:: ipython3 - >>> two_groups_unpaired.hedges_g.plot() +.. code-block:: python3 + :linenos: + two_groups_unpaired.hedges_g.plot(); -.. image:: _images/tutorial_27_0.png +.. image:: _images/tutorial_28_1.png Instead of a Gardner-Altman plot, you can produce a **Cumming estimation -plot** by setting :keyword:`float_contrast=False` in the :keyword:`plot()` -method. This will plot the bootstrap effect sizes below the raw data. +plot** by setting ``float_contrast=False`` in the ``plot()`` method. +This will plot the bootstrap effect sizes below the raw data, and also +displays the the mean (gap) and ± standard deviation of each group +(vertical ends) as gapped lines. This design was inspired by Edward +Tufte's dictum to maximise the data-ink ratio. -The mean (gap) and ± standard deviation of each group -(vertical ends) is plotted as a gapped line, an inspiration from Edward -Tufte's dictum to maximise -`data-ink ratio `__. +.. code-block:: python3 + :linenos: -.. code:: ipython3 + two_groups_unpaired.hedges_g.plot(float_contrast=False); - >>> two_groups_unpaired.hedges_g.plot(float_contrast=False) - - - - -.. image:: _images/tutorial_29_0.png +.. image:: _images/tutorial_30_0.png For paired data, we use `slopegraphs `__ (another innovation from Edward Tufte) to connect paired observations. +Both Gardner-Altman and Cumming plots support this. +.. code-block:: python3 + :linenos: -.. code:: ipython3 - - >>> two_groups_paired.mean_diff.plot() - - - - -.. image:: _images/tutorial_31_0.png - + two_groups_paired.mean_diff.plot(); -.. code:: ipython3 - >>> two_groups_paired.mean_diff.plot(float_contrast=False) +.. image:: _images/tutorial_32_1.png +.. code-block:: python3 + :linenos: + two_groups_paired.mean_diff.plot(float_contrast=False); -.. image:: _images/tutorial_32_0.png +.. image:: _images/tutorial_33_0.png -The :keyword:`dabest` package also implements a range of estimation plot +The ``dabest`` package also implements a range of estimation plot designs aimed at depicting common experimental designs. The **multi-two-group estimation plot** tiles two or more Cumming plots -horizontally, and is created by passing a *nested tuple* to `idx` when -:keyword:`dabest.load()` is first invoked. +horizontally, and is created by passing a *nested tuple* to ``idx`` when +``dabest.load()`` is first invoked. Thus, the lower axes in the Cumming plot is effectively a `forest plot `__, used in meta-analyses to aggregate and compare data from different experiments. -.. code:: ipython3 +.. code-block:: python3 + :linenos: - >>> multi_2group = dabest.load(df, idx=(("Control 1", "Test 1",), - ... ("Control 2", "Test 2") - ... )) + multi_2group = dabest.load(df, idx=(("Control 1", "Test 1",), + ("Control 2", "Test 2") + )) - >>> multi_2group.mean_diff.plot() - - - - -.. image:: _images/tutorial_34_0.png + multi_2group.mean_diff.plot(); +.. image:: _images/tutorial_35_0.png The multi-two-group design also accomodates paired comparisons. -.. code:: ipython3 +.. code-block:: python3 + :linenos: - >>> multi_2group_paired = dabest.load(df, idx=(("Control 1", "Test 1",), - ... ("Control 2", "Test 2") - ... ), - ... paired=True, id_col="ID" - ... ) + multi_2group_paired = dabest.load(df, idx=(("Control 1", "Test 1"), + ("Control 2", "Test 2") + ), + paired=True, id_col="ID" + ) - >>> multi_2group_paired.mean_diff.plot() - + multi_2group_paired.mean_diff.plot(); -.. image:: _images/tutorial_36_0.png - - +.. image:: _images/tutorial_37_0.png The **shared control plot** displays another common experimental @@ -724,29 +763,31 @@ paradigm, where several test samples are compared against a common reference sample. This type of Cumming plot is automatically generated if the tuple passed -to :keyword:`idx` has more than two data columns. +to ``idx`` has more than two data columns. -.. code:: ipython3 +.. code-block:: python3 + :linenos: - >>> shared_control = dabest.load(df, idx=("Control 1", "Test 1", - ... "Test 2", "Test 3", - ... "Test 4", "Test 5", "Test 6") - ... ) + shared_control = dabest.load(df, idx=("Control 1", "Test 1", + "Test 2", "Test 3", + "Test 4", "Test 5", "Test 6") + ) -.. code:: ipython3 +.. code-block:: python3 + :linenos: - >>> shared_control + shared_control .. parsed-literal:: - DABEST v0.2.1 + DABEST v0.2.5 ============= Good afternoon! - The current time is Mon Mar 11 16:19:31 2019. + The current time is Wed Sep 4 14:35:05 2019. Effect size(s) with 95% confidence intervals will be computed for: 1. Test 1 minus Control 1 @@ -760,7 +801,8 @@ to :keyword:`idx` has more than two data columns. -.. code:: ipython3 +.. code-block:: python3 + :linenos: shared_control.mean_diff @@ -769,29 +811,29 @@ to :keyword:`idx` has more than two data columns. .. parsed-literal:: - DABEST v0.2.1 + DABEST v0.2.5 ============= Good afternoon! - The current time is Mon Mar 11 16:19:32 2019. + The current time is Wed Sep 4 14:35:06 2019. The unpaired mean difference between Control 1 and Test 1 is 0.48 [95%CI 0.205, 0.774]. - The two-sided p-value of the Mann-Whitney test is 0.000813. + The two-sided p-value of the Mann-Whitney test is 0.00163. The unpaired mean difference between Control 1 and Test 2 is -0.542 [95%CI -0.915, -0.206]. - The two-sided p-value of the Mann-Whitney test is 0.00572. + The two-sided p-value of the Mann-Whitney test is 0.0114. The unpaired mean difference between Control 1 and Test 3 is 0.174 [95%CI -0.273, 0.647]. - The two-sided p-value of the Mann-Whitney test is 0.205. + The two-sided p-value of the Mann-Whitney test is 0.409. The unpaired mean difference between Control 1 and Test 4 is 0.79 [95%CI 0.325, 1.33]. - The two-sided p-value of the Mann-Whitney test is 0.0266. + The two-sided p-value of the Mann-Whitney test is 0.0531. The unpaired mean difference between Control 1 and Test 5 is 0.265 [95%CI 0.0115, 0.497]. - The two-sided p-value of the Mann-Whitney test is 0.0206. + The two-sided p-value of the Mann-Whitney test is 0.0411. The unpaired mean difference between Control 1 and Test 6 is 0.288 [95%CI 0.00913, 0.524]. - The two-sided p-value of the Mann-Whitney test is 0.0137. + The two-sided p-value of the Mann-Whitney test is 0.0275. 5000 bootstrap samples were taken; the confidence interval is bias-corrected and accelerated. The p-value(s) reported are the likelihood(s) of observing the effect size(s), @@ -801,45 +843,43 @@ to :keyword:`idx` has more than two data columns. -.. code:: ipython3 - - >>> shared_control.mean_diff.plot() - +.. code-block:: python3 + :linenos: + shared_control.mean_diff.plot(); -.. image:: _images/tutorial_41_0.png +.. image:: _images/tutorial_42_0.png - -:keyword:`dabest` thus empowers you to robustly perform and elegantly present +``dabest`` thus empowers you to robustly perform and elegantly present complex visualizations and statistics. -.. code:: ipython3 +.. code-block:: python3 + :linenos: - >>> multi_groups = dabest.load(df, - ... idx=(("Control 1", "Test 1",), - ... ("Control 2", "Test 2", "Test 3"), - ... ("Control 3", "Test 4", "Test 5", "Test 6") - ... ) - ... ) + multi_groups = dabest.load(df, idx=(("Control 1", "Test 1",), + ("Control 2", "Test 2","Test 3"), + ("Control 3", "Test 4","Test 5", "Test 6") + )) -.. code:: ipython3 +.. code-block:: python3 + :linenos: - >>> multi_groups + multi_groups .. parsed-literal:: - DABEST v0.2.1 + DABEST v0.2.5 ============= Good afternoon! - The current time is Mon Mar 11 16:19:33 2019. + The current time is Wed Sep 4 14:35:07 2019. Effect size(s) with 95% confidence intervals will be computed for: 1. Test 1 minus Control 1 @@ -853,38 +893,39 @@ complex visualizations and statistics. -.. code:: ipython3 +.. code-block:: python3 + :linenos: - >>> multi_groups.mean_diff + multi_groups.mean_diff .. parsed-literal:: - DABEST v0.2.1 + DABEST v0.2.5 ============= Good afternoon! - The current time is Mon Mar 11 16:19:35 2019. + The current time is Wed Sep 4 14:35:08 2019. The unpaired mean difference between Control 1 and Test 1 is 0.48 [95%CI 0.205, 0.774]. - The two-sided p-value of the Mann-Whitney test is 0.000813. + The two-sided p-value of the Mann-Whitney test is 0.00163. The unpaired mean difference between Control 2 and Test 2 is -1.38 [95%CI -1.93, -0.905]. - The two-sided p-value of the Mann-Whitney test is 1.3e-05. + The two-sided p-value of the Mann-Whitney test is 2.6e-05. The unpaired mean difference between Control 2 and Test 3 is -0.666 [95%CI -1.29, -0.0788]. - The two-sided p-value of the Mann-Whitney test is 0.0219. + The two-sided p-value of the Mann-Whitney test is 0.0439. The unpaired mean difference between Control 3 and Test 4 is 0.362 [95%CI -0.111, 0.901]. - The two-sided p-value of the Mann-Whitney test is 0.182. + The two-sided p-value of the Mann-Whitney test is 0.365. The unpaired mean difference between Control 3 and Test 5 is -0.164 [95%CI -0.398, 0.0747]. - The two-sided p-value of the Mann-Whitney test is 0.0778. + The two-sided p-value of the Mann-Whitney test is 0.156. The unpaired mean difference between Control 3 and Test 6 is -0.14 [95%CI -0.4, 0.0937]. - The two-sided p-value of the Mann-Whitney test is 0.22. + The two-sided p-value of the Mann-Whitney test is 0.441. 5000 bootstrap samples were taken; the confidence interval is bias-corrected and accelerated. The p-value(s) reported are the likelihood(s) of observing the effect size(s), @@ -894,47 +935,46 @@ complex visualizations and statistics. -.. code:: ipython3 - - >>> multi_groups.mean_diff.plot() - +.. code-block:: python3 + :linenos: + multi_groups.mean_diff.plot(); -.. image:: _images/tutorial_46_0.png - +.. image:: _images/tutorial_47_0.png Using long (aka 'melted') data frames ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ -:keyword:`dabest` can also work with 'melted' or 'long' data. -This term isso used because each row will now correspond to a single datapoint, -with one column carrying the value and other columns carrying 'metadata' +``dabest.plot`` can also work with 'melted' or 'long' data. This term is +so used because each row will now correspond to a single datapoint, with +one column carrying the value and other columns carrying 'metadata' describing that datapoint. More details on wide vs long or 'melted' data can be found in this -`Wikipedia article `__. -The `pandas documentation `__ +`Wikipedia +article `__. The +`pandas +documentation `__ gives recipes for melting dataframes. -.. code:: ipython3 +.. code-block:: python3 + :linenos: - >>> x = 'group' - >>> y = 'metric' + x='group' + y='metric' - >>> value_cols = df.columns[:-2] # select all but the "Gender" and "ID" columns. + value_cols = df.columns[:-2] # select all but the "Gender" and "ID" columns. - >>> df_melted = pd.melt(df.reset_index(), - ... id_vars=["Gender", "ID"], - ... value_vars=value_cols, - ... value_name=y, - ... var_name=x) + df_melted = pd.melt(df.reset_index(), + id_vars=["Gender", "ID"], + value_vars=value_cols, + value_name=y, + var_name=x) - >>> df_melted.head() # Gives the first five rows of `df_melted`. - - + df_melted.head() # Gives the first five rows of `df_melted`. @@ -943,6 +983,17 @@ gives recipes for melting dataframes.
@@ -996,27 +1047,27 @@ gives recipes for melting dataframes. -When your data is in this format, you will need to specify the :keyword:`x` and -:keyword:`y` columns in :keyword:`dabest.load()`. +When your data is in this format, you will need to specify the ``x`` and +``y`` columns in ``dabest.load()``. -.. code:: ipython3 +.. code-block:: python3 + :linenos: - >>> analysis_of_long_df = dabest.load(df_melted, - ... idx=("Control 1", "Test 1"), - ... x="group", y="metric") + analysis_of_long_df = dabest.load(df_melted, idx=("Control 1", "Test 1"), + x="group", y="metric") - >>> analysis_of_long_df + analysis_of_long_df .. parsed-literal:: - DABEST v0.2.1 + DABEST v0.2.5 ============= Good afternoon! - The current time is Mon Mar 11 16:19:36 2019. + The current time is Wed Sep 4 14:35:09 2019. Effect size(s) with 95% confidence intervals will be computed for: 1. Test 1 minus Control 1 @@ -1025,16 +1076,15 @@ When your data is in this format, you will need to specify the :keyword:`x` and -.. code:: ipython3 - - >>> analysis_of_long_df.mean_diff.plot() - +.. code-block:: python3 + :linenos: + analysis_of_long_df.mean_diff.plot(); -.. image:: _images/tutorial_52_0.png +.. image:: _images/tutorial_53_1.png Controlling plot aesthetics @@ -1042,72 +1092,63 @@ Controlling plot aesthetics Changing the y-axes labels. -.. code:: ipython3 +.. code-block:: python3 + :linenos: - >>> two_groups_unpaired.mean_diff.plot(swarm_label="This is my\nrawdata", - contrast_label="The bootstrap\ndistribtions!") + two_groups_unpaired.mean_diff.plot(swarm_label="This is my\nrawdata", + contrast_label="The bootstrap\ndistribtions!"); -.. image:: _images/tutorial_55_0.png - - +.. image:: _images/tutorial_56_1.png Color the rawdata according to another column in the dataframe. -.. code:: ipython3 - - >>> multi_2group.mean_diff.plot(color_col="Gender") - - - - -.. image:: _images/tutorial_57_0.png - - - - -.. code:: ipython3 - - >>> two_groups_paired.mean_diff.plot(color_col="Gender") +.. code-block:: python3 + :linenos: + multi_2group.mean_diff.plot(color_col="Gender"); .. image:: _images/tutorial_58_0.png +.. code-block:: python3 + :linenos: + two_groups_paired.mean_diff.plot(color_col="Gender"); -Changing the palette used with :keyword:`custom_palette`. Any valid matplotlib -or seaborn color palette is accepted. -.. code:: ipython3 - >>> multi_2group.mean_diff.plot(color_col="Gender", - ... custom_palette="Dark2") +.. image:: _images/tutorial_59_1.png -.. image:: _images/tutorial_60_0.png - +Changing the palette used with ``custom_palette``. Any valid matplotlib +or seaborn color palette is accepted. +.. code-block:: python3 + :linenos: + multi_2group.mean_diff.plot(color_col="Gender", custom_palette="Dark2"); -.. code:: ipython3 - >>> multi_2group.mean_diff.plot(custom_palette="Paired") +.. image:: _images/tutorial_61_0.png +.. code-block:: python3 + :linenos: -.. image:: _images/tutorial_61_0.png + multi_2group.mean_diff.plot(custom_palette="Paired"); +.. image:: _images/tutorial_62_0.png You can also create your own color palette. Create a dictionary where @@ -1118,151 +1159,148 @@ ways `__. Here, I demonstrate using named colors, hex strings (commonly used on the web), and RGB tuples. -.. code:: ipython3 +.. code-block:: python3 + :linenos: - >>> my_color_palette = {"Control 1" : "blue", - ... "Test 1" : "purple", - ... "Control 2" : "#cb4b16", # This is a hex string. - ... "Test 2" : (0., 0.7, 0.2) # This is a RGB tuple. - ... } + my_color_palette = {"Control 1" : "blue", + "Test 1" : "purple", + "Control 2" : "#cb4b16", # This is a hex string. + "Test 2" : (0., 0.7, 0.2) # This is a RGB tuple. + } - >>> multi_2group.mean_diff.plot(custom_palette=my_color_palette) - - + multi_2group.mean_diff.plot(custom_palette=my_color_palette); -.. image:: _images/tutorial_63_0.png +.. image:: _images/tutorial_64_0.png -By default, :keyword:`dabest` will +By default, ``dabest.plot()`` will `desaturate `__ -the color of the dots in the swarmplot by 50%. -This draws attention to the effect size bootstrap curves. +the color of the dots in the swarmplot by 50%. This draws attention to +the effect size bootstrap curves. -You can alter the default values with the :keyword:`swarm_desat` and -:keyword:`halfviolin_desat` keywords. +You can alter the default values with the ``swarm_desat`` and +``halfviolin_desat`` keywords. +.. code-block:: python3 + :linenos: -.. code:: ipython3 + multi_2group.mean_diff.plot(custom_palette=my_color_palette, + swarm_desat=0.75, + halfviolin_desat=0.25); - >>> multi_2group.mean_diff.plot(custom_palette=my_color_palette, - ... swarm_desat=0.75, - ... halfviolin_desat=0.25) -.. image:: _images/tutorial_64.png - +.. image:: _images/tutorial_66_0.png You can also change the sizes of the dots used in the rawdata swarmplot, and those used to indicate the effect sizes. -.. code:: ipython3 - - >>> multi_2group.mean_diff.plot(raw_marker_size=3, es_marker_size=12) - +.. code-block:: python3 + :linenos: + multi_2group.mean_diff.plot(raw_marker_size=3, + es_marker_size=12); -.. image:: _images/tutorial_65_0.png - +.. image:: _images/tutorial_68_0.png Changing the y-limits for the rawdata axes, and for the contrast axes. -.. code:: ipython3 - - >>> multi_2group.mean_diff.plot(swarm_ylim=(0, 5), - ... contrast_ylim=(-2, 2)) +.. code-block:: python3 + :linenos: + multi_2group.mean_diff.plot(swarm_ylim=(0, 5), + contrast_ylim=(-2, 2)); -.. image:: _images/tutorial_67_0.png - - +.. image:: _images/tutorial_70_0.png If your effect size is qualitatively inverted (ie. a smaller value is a better outcome), you can simply invert the tuple passed to -:keyword:`contrast_ylim`. - -.. code:: ipython3 - - >>> multi_2group.mean_diff.plot(contrast_ylim=(2, -2), - >>> contrast_label="More negative is better!") +``contrast_ylim``. +.. code-block:: python3 + :linenos: + multi_2group.mean_diff.plot(contrast_ylim=(2, -2), + contrast_label="More negative is better!"); -.. image:: _images/tutorial_69_0.png - +.. image:: _images/tutorial_72_0.png You can add minor ticks and also change the tick frequency by accessing the axes directly. -Each estimation plot produced by :keyword:`dabest` has 2 axes. The first one +Each estimation plot produced by ``dabest`` has 2 axes. The first one contains the rawdata swarmplot; the second one contains the bootstrap effect size differences. -.. code:: ipython3 +.. code-block:: python3 + :linenos: - >>> import matplotlib.ticker as Ticker + import matplotlib.ticker as Ticker - >>> f = two_groups_unpaired.mean_diff.plot() + f = two_groups_unpaired.mean_diff.plot() - >>> rawswarm_axes = f.axes[0] - >>> contrast_axes = f.axes[1] + rawswarm_axes = f.axes[0] + contrast_axes = f.axes[1] - >>> rawswarm_axes.yaxis.set_major_locator(Ticker.MultipleLocator(1)) - >>> rawswarm_axes.yaxis.set_minor_locator(Ticker.MultipleLocator(0.5)) + rawswarm_axes.yaxis.set_major_locator(Ticker.MultipleLocator(1)) + rawswarm_axes.yaxis.set_minor_locator(Ticker.MultipleLocator(0.5)) - >>> contrast_axes.yaxis.set_major_locator(Ticker.MultipleLocator(0.5)) - >>> contrast_axes.yaxis.set_minor_locator(Ticker.MultipleLocator(0.25)) + contrast_axes.yaxis.set_major_locator(Ticker.MultipleLocator(0.5)) + contrast_axes.yaxis.set_minor_locator(Ticker.MultipleLocator(0.25)) + -.. image:: _images/tutorial_71_0.png +.. image:: _images/tutorial_74_1.png -.. code:: ipython3 +.. code-block:: python3 + :linenos: - >>> f = multi_2group.mean_diff.plot(swarm_ylim=(0,6), + f = multi_2group.mean_diff.plot(swarm_ylim=(0,6), contrast_ylim=(-3, 1)) - >>> rawswarm_axes = f.axes[0] - >>> contrast_axes = f.axes[1] + rawswarm_axes = f.axes[0] + contrast_axes = f.axes[1] - >>> rawswarm_axes.yaxis.set_major_locator(Ticker.MultipleLocator(2)) - >>> rawswarm_axes.yaxis.set_minor_locator(Ticker.MultipleLocator(1)) + rawswarm_axes.yaxis.set_major_locator(Ticker.MultipleLocator(2)) + rawswarm_axes.yaxis.set_minor_locator(Ticker.MultipleLocator(1)) - >>> contrast_axes.yaxis.set_major_locator(Ticker.MultipleLocator(0.5)) - >>> contrast_axes.yaxis.set_minor_locator(Ticker.MultipleLocator(0.25)) + contrast_axes.yaxis.set_major_locator(Ticker.MultipleLocator(0.5)) + contrast_axes.yaxis.set_minor_locator(Ticker.MultipleLocator(0.25)) -.. image:: _images/tutorial_72_0.png +.. image:: _images/tutorial_75_0.png -You can apply `matplotlib style sheets `__ -to estimation plots. Refer to this +with v0.2.0, ``dabest`` can now apply `matplotlib style +sheets `__ +to estimation plots. You can refer to this `gallery `__ -for the range of style sheets available. +of style sheets for reference. -.. code:: ipython3 +.. code-block:: python3 + :linenos: - >>> import matplotlib.pyplot as plt - >>> plt.style.use("dark_background") - -.. code:: ipython3 - - >>> multi_2group.mean_diff.plot() + import matplotlib.pyplot as plt + plt.style.use("dark_background") + + multi_2group.mean_diff.plot(); -.. image:: _images/tutorial_75_0.png +.. image:: _images/tutorial_78_0.png

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