From 13e370ef39e32e341ef62b87ee85f2187bbc7836 Mon Sep 17 00:00:00 2001
From: acp29 <147250307+acpennlab@users.noreply.github.com>
Date: Tue, 25 Jun 2024 13:10:59 +0100
Subject: [PATCH] update online manual
---
docs/copying.html | 2 +-
docs/description.json | 2 +-
docs/function/boot.html | 2 +-
docs/function/boot1way.html | 6 +-
docs/function/bootbayes.html | 2 +-
docs/function/bootcdf.html | 2 +-
docs/function/bootci.html | 6 +-
docs/function/bootclust.html | 10 +-
docs/function/bootint.html | 2 +-
docs/function/bootknife.html | 6 +-
docs/function/bootlm.html | 127 +++++++++++++++++---------
docs/function/bootmode.html | 6 +-
docs/function/bootstrp.html | 2 +-
docs/function/bootwild.html | 2 +-
docs/function/cor.html | 2 +-
docs/function/credint.html | 2 +-
docs/function/deffcalc.html | 2 +-
docs/function/images/boot1way_701.png | Bin 24419 -> 24417 bytes
docs/function/images/boot1way_801.png | Bin 24687 -> 24250 bytes
docs/function/randtest.html | 2 +-
docs/function/randtest1.html | 2 +-
docs/function/randtest2.html | 2 +-
docs/function/sampszcalc.html | 2 +-
docs/function/smoothmad.html | 2 +-
docs/function/smoothmedian.html | 2 +-
docs/function_reference.html | 2 +-
docs/index.html | 2 +-
27 files changed, 122 insertions(+), 77 deletions(-)
diff --git a/docs/copying.html b/docs/copying.html
index 725f314..a308a78 100644
--- a/docs/copying.html
+++ b/docs/copying.html
@@ -3,7 +3,7 @@
-
+
diff --git a/docs/description.json b/docs/description.json
index 0090159..961ec68 100644
--- a/docs/description.json
+++ b/docs/description.json
@@ -1,7 +1,7 @@
{
"generator": "generate_html",
"generator_version": "0.3.3",
- "date_generated": "2024-06-17",
+ "date_generated": "2024-06-25",
"package":
{
"name": "statistics-resampling",
diff --git a/docs/function/boot.html b/docs/function/boot.html
index 66e087c..fa6b838 100644
--- a/docs/function/boot.html
+++ b/docs/function/boot.html
@@ -3,7 +3,7 @@
-
+
diff --git a/docs/function/boot1way.html b/docs/function/boot1way.html
index 4318fab..85ac88c 100644
--- a/docs/function/boot1way.html
+++ b/docs/function/boot1way.html
@@ -3,7 +3,7 @@
-
+
@@ -529,7 +529,7 @@
-----------------------------------------------------------------------------
| Comparison | Test # | Ref # | Difference | t | p |
|------------|------------|------------|------------|------------|----------|
-| 1 | 2 | 1 | +0.2983 | +0.76 | .418 |
+| 1 | 2 | 1 | +0.1016 | +0.22 | .841 |
-----------------------------------------------------------------------------
| GROUP # | GROUP label | N |
@@ -574,7 +574,7 @@
-----------------------------------------------------------------------------
| Comparison | Test # | Ref # | Difference | t | p |
|------------|------------|------------|------------|------------|----------|
-| 1 | 2 | 1 | +0.6071 | +0.72 | .410 |
+| 1 | 2 | 1 | +0.4970 | +1.08 | .203 |
-----------------------------------------------------------------------------
| GROUP # | GROUP label | N |
diff --git a/docs/function/bootbayes.html b/docs/function/bootbayes.html
index e7209c0..ecb6d7a 100644
--- a/docs/function/bootbayes.html
+++ b/docs/function/bootbayes.html
@@ -3,7 +3,7 @@
-
+
diff --git a/docs/function/bootcdf.html b/docs/function/bootcdf.html
index 7809d57..91c9836 100644
--- a/docs/function/bootcdf.html
+++ b/docs/function/bootcdf.html
@@ -3,7 +3,7 @@
-
+
diff --git a/docs/function/bootci.html b/docs/function/bootci.html
index c841620..87e78f7 100644
--- a/docs/function/bootci.html
+++ b/docs/function/bootci.html
@@ -3,7 +3,7 @@
-
+
@@ -468,8 +468,8 @@
Produces the following output
ci =
- -0.98411 -0.40983
- 0.0042385 0.59364
+ -0.51985 -0.61493
+ 0.65497 0.67946
diff --git a/docs/function/bootclust.html b/docs/function/bootclust.html
index eb78585..7927fd6 100644
--- a/docs/function/bootclust.html
+++ b/docs/function/bootclust.html
@@ -3,7 +3,7 @@
-
+
@@ -376,8 +376,8 @@
Bootstrap Statistics:
original bias std_error CI_lower CI_upper
- +0.4343 +0.02138 +0.1987 +0.09026 +0.7387
- -0.04215 -0.01144 +0.1783 -0.2999 +0.2813
+ -0.1544 -0.003755 +0.1747 -0.4562 +0.1152
+ -0.03784 -0.006956 +0.1837 -0.3389 +0.2650
@@ -406,8 +406,8 @@
Bootstrap Statistics:
original bias std_error CI_lower CI_upper
- -0.3787 -0.01284 +0.2265 -0.7786 -0.03176
- +0.2357 +0.03278 +0.1780 +0.008442 +0.5824
+ +0.001573 -0.005382 +0.3074 -0.6042 +0.4325
+ -0.4440 +0.008856 +0.2004 -0.7395 -0.07342
diff --git a/docs/function/bootint.html b/docs/function/bootint.html
index ca0937f..0537588 100644
--- a/docs/function/bootint.html
+++ b/docs/function/bootint.html
@@ -3,7 +3,7 @@
-
+
diff --git a/docs/function/bootknife.html b/docs/function/bootknife.html
index 14a9ddd..93be886 100644
--- a/docs/function/bootknife.html
+++ b/docs/function/bootknife.html
@@ -3,7 +3,7 @@
-
+
@@ -442,8 +442,8 @@
Bootstrap Statistics:
original bias std_error CI_lower CI_upper
- +0.08177 -0.02467 0.3028 -0.4184 +0.5758
- -0.2805 +0.02718 0.2383 -0.6850 +0.08132
+ -0.1387 +0.004253 0.2650 -0.5675 +0.2954
+ +0.01778 -0.001376 0.1524 -0.2341 +0.2630
diff --git a/docs/function/bootlm.html b/docs/function/bootlm.html
index 89fb3e3..98dc84d 100644
--- a/docs/function/bootlm.html
+++ b/docs/function/bootlm.html
@@ -3,7 +3,7 @@
-
+
@@ -397,9 +397,7 @@ bootlm
from the residual standard deviation, which is estimated from the
standard errors and the sample sizes. As such, the effect sizes
calculated exclude variability attributed to other predictors in
- the model. To avoid small sample bias inflating effect sizes for
- posthoc comparisons when use the 'bayesian' method, use the 'auto'
- setting for the prior.
+ the model.
'[...] = bootlm (Y, GROUP, ..., 'seed', SEED)' initialises the Mersenne
Twister random number generator using an integer SEED value so that
@@ -539,6 +537,16 @@
STATS = bootlm (score, gender, 'display', 'on', 'varnames', 'gender', ...
'dim', 1, 'posthoc','trt_vs_ctrl');
+ % Standardized effect size (Cohen's d) with 95% confidence intervals and
+ % total sample size for the difference in mean score between males and
+ % females (computed by wild bootstrap)
+ STATS = bootlm (score, gender, 'display', 'on', 'varnames', 'gender', ...
+ 'dim', 1, 'posthoc','trt_vs_ctrl', 'standardize', true, ...
+ 'method', 'wild');
+
+ fprintf ('Cohen''s d [95%% CI] = %.2f [%.2f, %.2f] (N = %u)\n\n', ...
+ STATS.estimate, STATS.CI_lower, STATS.CI_upper, STATS.N)
+
% Standardized effect size (Cohen's d) with 95% credible intervals and
% total sample size for the difference in mean score between males and
% females (computed by bayesian bootstrap)
@@ -565,6 +573,19 @@
female - male +10.80 -8.779 +30.38 .239
+MODEL FORMULA (based on Wilkinson's notation):
+
+score ~ 1 + gender
+
+MODEL POSTHOC COMPARISONS
+
+name mean CI_lower CI_upper p-adj
+--------------------------------------------------------------------------------
+female - male +0.7471 -0.6022 +2.096 .243
+
+Cohen's d [95% CI] = 0.75 [-0.60, 2.10] (N = 11)
+
+
MODEL FORMULA (based on Wilkinson's notation):
score ~ 1 + gender
@@ -573,9 +594,9 @@
name mean CI_lower CI_upper
--------------------------------------------------------------------------------
-female - male +0.7385 -0.4357 +1.896
+female - male +0.7500 -0.3708 +1.962
-Cohen's d [95% CI] = 0.74 [-0.44, 1.90] (N = 11)
+Cohen's d [95% CI] = 0.75 [-0.37, 1.96] (N = 11)
MODEL FORMULA (based on Wilkinson's notation):
@@ -586,8 +607,8 @@
name mean CI_lower CI_upper N
--------------------------------------------------------------------------------
-male +44.20 +32.80 +53.58 5
-female +55.00 +42.38 +68.03 6
+male +44.20 +32.47 +53.12 5
+female +55.00 +42.03 +67.49 6
and the following figure
@@ -626,15 +647,26 @@
'varnames', {'subject','treatment'}, ...
'dim', 2, 'posthoc','trt_vs_ctrl');
- % Standardized effect size (Cohen's d) with 95% credible intervals and
+ % Standardized effect size (Cohen's d) with 95% confidence intervals and
% total sample size for the difference in mean score before and after
- % treatment (computed by bayesian bootstrap). In this particular case,
+ % treatment (computed by wild bootstrap). In this particular case,
% rather than the full model, we have opted for an estimate of the classic
% Cohen's d by refitting the model as a between-subjects design. (It is
% possible to get the standardized effect size from the full model instead,
% but this does change the interpretation of the effect size - ensure that
% your methods are properly documented with reports of standardized effect
% sizes)
+ STATS = bootlm (score, {treatment}, 'standardize', true, 'model', 'linear', ...
+ 'display', 'on', 'varnames', 'treatment', ...
+ 'dim', 1, 'posthoc','trt_vs_ctrl', ...
+ 'method', 'wild');
+
+ fprintf ('Cohen''s d [95%% CI] = %.2f [%.2f, %.2f] (N = %u)\n\n', ...
+ STATS.estimate, STATS.CI_lower, STATS.CI_upper, STATS.N)
+
+ % Standardized effect size (Cohen's d) with 95% credible intervals and
+ % total sample size for the difference in mean score before and after
+ % treatment (computed by bayesian bootstrap).
STATS = bootlm (score, {treatment}, 'standardize', true, 'model', 'linear', ...
'display', 'on', 'varnames', 'treatment', ...
'dim', 1, 'posthoc','trt_vs_ctrl', ...
@@ -658,7 +690,20 @@
name mean CI_lower CI_upper p-adj
--------------------------------------------------------------------------------
-after - before +1.460 +0.6601 +2.260 .002
+after - before +1.460 +0.6672 +2.253 .002
+
+
+MODEL FORMULA (based on Wilkinson's notation):
+
+score ~ 1 + treatment
+
+MODEL POSTHOC COMPARISONS
+
+name mean CI_lower CI_upper p-adj
+--------------------------------------------------------------------------------
+after - before +2.384 +0.6359 +4.132 .012
+
+Cohen's d [95% CI] = 2.38 [0.64, 4.13] (N = 10)
MODEL FORMULA (based on Wilkinson's notation):
@@ -669,9 +714,9 @@
name mean CI_lower CI_upper
--------------------------------------------------------------------------------
-after - before +2.377 +1.160 +3.552
+after - before +2.397 +1.178 +3.572
-Cohen's d [95% CI] = 2.38 [1.16, 3.55] (N = 10)
+Cohen's d [95% CI] = 2.40 [1.18, 3.57] (N = 10)
MODEL FORMULA (based on Wilkinson's notation):
@@ -682,8 +727,8 @@
name mean CI_lower CI_upper N
--------------------------------------------------------------------------------
-before +4.560 +4.099 +5.007 5
-after +6.020 +5.578 +6.460 5
+before +4.560 +4.103 +4.984 5
+after +6.020 +5.577 +6.459 5
and the following figure
@@ -738,9 +783,9 @@
name mean CI_lower CI_upper p-adj
--------------------------------------------------------------------------------
-st - al1 +7.000 +3.837 +10.19 <.001
-st - al2 +5.000 +2.563 +7.519 <.001
-al1 - al2 -2.000 -4.904 +0.9209 .174
+st - al1 +7.000 +3.801 +10.10 <.001
+st - al2 +5.000 +2.580 +7.411 <.001
+al1 - al2 -2.000 -4.843 +0.8903 .176
MODEL FORMULA (based on Wilkinson's notation):
@@ -751,9 +796,9 @@
name mean CI_lower CI_upper N
--------------------------------------------------------------------------------
-st +84.00 +82.15 +85.71 8
-al1 +77.00 +74.94 +79.42 6
-al2 +79.00 +77.75 +80.47 6
+st +84.00 +82.18 +85.72 8
+al1 +77.00 +74.93 +79.44 6
+al2 +79.00 +77.69 +80.41 6
and the following figure
@@ -824,9 +869,9 @@
name mean CI_lower CI_upper p-adj
--------------------------------------------------------------------------------
-1 - 2 -2.000 -2.715 -1.268 <.001
-1 - 5 -3.200 -3.864 -2.564 <.001
-2 - 5 -1.200 -2.095 -0.3235 .013
+1 - 2 -2.000 -2.734 -1.285 <.001
+1 - 5 -3.200 -3.865 -2.547 <.001
+2 - 5 -1.200 -2.056 -0.3454 .010
MODEL FORMULA (based on Wilkinson's notation):
@@ -837,9 +882,9 @@
name mean CI_lower CI_upper N
--------------------------------------------------------------------------------
-1 +11.00 +10.66 +11.36 10
+1 +11.00 +10.66 +11.37 10
2 +13.00 +12.52 +13.48 10
-5 +14.20 +13.72 +14.62 10
+5 +14.20 +13.75 +14.65 10
and the following figure
@@ -911,12 +956,12 @@
name coeff CI_lower CI_upper p-val
--------------------------------------------------------------------------------
-(Intercept) +5.667 +4.795 +6.538 <.001
-brands_1 -1.333 -1.895 -0.7718 .010
-brands_2 -2.167 -3.122 -1.212 <.001
-popper_1 +1.167 +0.6054 +1.728 .016
-brands:popper_1 -0.3333 -1.087 +0.4201 .340
-brands:popper_2 -0.1667 -1.257 +0.9237 .722
+(Intercept) +5.667 +4.793 +6.540 <.001
+brands_1 -1.333 -1.887 -0.7798 .010
+brands_2 -2.167 -3.121 -1.213 <.001
+popper_1 +1.167 +0.6056 +1.728 .017
+brands:popper_1 -0.3333 -1.067 +0.4001 .333
+brands:popper_2 -0.1667 -1.253 +0.9201 .726
MODEL FORMULA (based on Wilkinson's notation):
@@ -927,9 +972,9 @@
name mean CI_lower CI_upper p-adj
--------------------------------------------------------------------------------
-Gourmet - National +1.500 +1.128 +1.872 <.001
-Gourmet - Generic +2.250 +1.700 +2.800 <.001
-National - Generic +0.7500 +0.1946 +1.305 .010
+Gourmet - National +1.500 +1.127 +1.873 <.001
+Gourmet - Generic +2.250 +1.706 +2.794 <.001
+National - Generic +0.7500 +0.2082 +1.292 .011
MODEL FORMULA (based on Wilkinson's notation):
@@ -940,9 +985,9 @@
name mean CI_lower CI_upper N
--------------------------------------------------------------------------------
-Gourmet +6.250 +6.068 +6.447 6
-National +4.750 +4.563 +4.937 6
-Generic +4.000 +3.685 +4.335 6
+Gourmet +6.250 +6.063 +6.440 6
+National +4.750 +4.558 +4.939 6
+Generic +4.000 +3.682 +4.328 6
MODEL FORMULA (based on Wilkinson's notation):
@@ -953,7 +998,7 @@
name mean CI_lower CI_upper p-adj
--------------------------------------------------------------------------------
-oil - air -1.000 -1.387 -0.6126 <.001
+oil - air -1.000 -1.392 -0.6077 <.001
MODEL FORMULA (based on Wilkinson's notation):
@@ -964,8 +1009,8 @@
name mean CI_lower CI_upper N
--------------------------------------------------------------------------------
-oil +4.500 +4.314 +4.682 9
-air +5.500 +5.318 +5.688 9
+oil +4.500 +4.313 +4.682 9
+air +5.500 +5.309 +5.684 9
and the following figure
diff --git a/docs/function/bootmode.html b/docs/function/bootmode.html
index b6c13e9..c799072 100644
--- a/docs/function/bootmode.html
+++ b/docs/function/bootmode.html
@@ -3,7 +3,7 @@
-
+
@@ -149,9 +149,9 @@
Produces the following output
ans = Summary of results:
-ans = H1 is 1 with p = 0.0005 so reject the null hypothesisthat there is 1 mode
+ans = H1 is 1 with p = 0 so reject the null hypothesisthat there is 1 mode
-ans = H2 is 0 with p = 0.317 so accept the null hypothesis that there are 2 modes
+ans = H2 is 0 with p = 0.319 so accept the null hypothesis that there are 2 modes
Package: statistics-resampling
diff --git a/docs/function/bootstrp.html b/docs/function/bootstrp.html
index 21bcdc3..fabdf7c 100644
--- a/docs/function/bootstrp.html
+++ b/docs/function/bootstrp.html
@@ -3,7 +3,7 @@
-
+
diff --git a/docs/function/bootwild.html b/docs/function/bootwild.html
index 5791c45..d2270a2 100644
--- a/docs/function/bootwild.html
+++ b/docs/function/bootwild.html
@@ -3,7 +3,7 @@
-
+
diff --git a/docs/function/cor.html b/docs/function/cor.html
index 992fc8f..cfdee01 100644
--- a/docs/function/cor.html
+++ b/docs/function/cor.html
@@ -3,7 +3,7 @@
-
+
diff --git a/docs/function/credint.html b/docs/function/credint.html
index 0e4b062..07c62db 100644
--- a/docs/function/credint.html
+++ b/docs/function/credint.html
@@ -3,7 +3,7 @@
-
+
diff --git a/docs/function/deffcalc.html b/docs/function/deffcalc.html
index d87e5a2..a61b3d0 100644
--- a/docs/function/deffcalc.html
+++ b/docs/function/deffcalc.html
@@ -3,7 +3,7 @@
-
+
diff --git a/docs/function/images/boot1way_701.png b/docs/function/images/boot1way_701.png
index 919ba319200295b332869cb6542f9e720799291d..b34402f86154b3d5ffeed79e4c12f3f43af54ba4 100644
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