diff --git a/README.html b/README.html index 4ca6fbfb..61af3af0 100644 --- a/README.html +++ b/README.html @@ -1,6 +1,6 @@
Description
Try out the statistics-resampling package in your browser at statistics-resampling-online
+href="https://mybinder.org/v2/gh/acpennlab/statistics-resampling-online/jammy-docker?urlpath=/lab/tree/statistics-resampling.ipynb">statistics-resampling-onlineUsing the
statistics-resampling package online
Usage
integrate use of the statistics-resampling package into your analysis
workflow alongside other programming languages including Python, R and
Julia
Below are links to demonstrations of how the bootstrap or @@ -245,9 +245,9 @@
For examples of how to import data sets from a human-readable text
file, like a tab-separated-value (TSV) and comma-separated-value (CSV)
file, see the examples in the JupyterLab Notebook at statistics-resampling-online
+href="https://mybinder.org/v2/gh/acpennlab/statistics-resampling-online/jammy-docker?urlpath=/lab/tree/statistics-resampling.ipynb">statistics-resampling-online
and the
last demonstration listed on this
diff --git a/docs/copying.html b/docs/copying.html
index 3388682b..f6dcbeb9 100644
--- a/docs/copying.html
+++ b/docs/copying.html
@@ -3,7 +3,7 @@
-
+
diff --git a/docs/description.json b/docs/description.json
index 47dc4307..e40b6eb0 100644
--- a/docs/description.json
+++ b/docs/description.json
@@ -1,7 +1,7 @@
{
"generator": "generate_html",
"generator_version": "0.3.3",
- "date_generated": "2024-03-14",
+ "date_generated": "2024-03-18",
"package":
{
"name": "statistics-resampling",
diff --git a/docs/function/boot.html b/docs/function/boot.html
index 9392db54..9e6ef84d 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 27abf5a2..ba8eddf9 100644
--- a/docs/function/boot1way.html
+++ b/docs/function/boot1way.html
@@ -3,7 +3,7 @@
-
+
@@ -529,7 +529,7 @@ Package: statistics-resampling Package: statistics-resampling and the following figureDemonstration 7
-----------------------------------------------------------------------------
| Comparison | Test # | Ref # | Difference | t | p |
|------------|------------|------------|------------|------------|----------|
-| 1 | 2 | 1 | +0.1629 | +0.43 | .659 |
+| 1 | 2 | 1 | +0.01458 | +0.03 | .979 |
-----------------------------------------------------------------------------
| GROUP # | GROUP label | N |
@@ -574,7 +574,7 @@ Demonstration 8
-----------------------------------------------------------------------------
| Comparison | Test # | Ref # | Difference | t | p |
|------------|------------|------------|------------|------------|----------|
-| 1 | 2 | 1 | -0.4051 | -1.14 | .112 |
+| 1 | 2 | 1 | +0.6746 | +0.91 | .281 |
-----------------------------------------------------------------------------
| GROUP # | GROUP label | N |
diff --git a/docs/function/bootbayes.html b/docs/function/bootbayes.html
index cfe271d3..4279bd7a 100644
--- a/docs/function/bootbayes.html
+++ b/docs/function/bootbayes.html
@@ -3,7 +3,7 @@
-
+
@@ -191,7 +191,7 @@ Demonstration 1
Posterior Statistics:
original bias median stdev CI_lower CI_upper
- +184.5 +0.003872 +184.5 1.316 +181.9 +187.1
+ +184.5 -0.01935 +184.5 1.298 +182.0 +187.0
Demonstration 2
@@ -228,8 +228,8 @@ Demonstration 2
Posterior Statistics:
original bias median stdev CI_lower CI_upper
- +175.5 -0.03218 +175.5 2.350 +171.0 +180.4
- +0.1904 +0.0003862 +0.1912 0.07899 +0.03550 +0.3442
+ +175.5 -0.08558 +175.4 2.436 +170.7 +180.2
+ +0.1904 +0.002373 +0.1944 0.07996 +0.04856 +0.3567
Demonstration 1
Resampling method: Balanced, bootstrap cluster resampling
Number of resamples: 1999
Confidence interval (CI) type: Expanded bias-corrected and accelerated (BCa)
- Nominal coverage (and the percentiles used): 95% (1.5%, 97.9%)
+ Nominal coverage (and the percentiles used): 95% (1.1%, 97.4%)
Bootstrap Statistics:
original bias std_error CI_lower CI_upper
- +29.65 -4.263e-14 +2.492 +23.99 +34.72
+ +29.65 -2.487e-14 +2.575 +23.74 +34.49
Demonstration 2
@@ -200,11 +200,11 @@ Demonstration 2
Resampling method: Balanced, bootstrap cluster resampling
Number of resamples: 1999
Confidence interval (CI) type: Expanded bias-corrected and accelerated (BCa)
- Nominal coverage (and the percentiles used): 95% (1.1%, 98.8%)
+ Nominal coverage (and the percentiles used): 95% (1.0%, 98.6%)
Bootstrap Statistics:
original bias std_error CI_lower CI_upper
- +29.65 -0.03442 +2.941 +22.82 +36.08
+ +29.65 -0.03155 +3.008 +22.52 +35.83
Demonstration 3
@@ -232,7 +232,7 @@ Demonstration 3
Bootstrap Statistics:
original bias std_error CI_lower CI_upper
- +171.5 -6.537 +41.56 +98.04 +235.7
+ +171.5 -6.475 +42.19 +96.98 +235.0
Demonstration 4
@@ -262,7 +262,7 @@ Demonstration 4
Bootstrap Statistics:
original bias std_error CI_lower CI_upper
- +171.5 -9.467 +33.98 +103.7 +215.4
+ +171.5 -9.480 +33.35 +105.2 +213.9
Demonstration 5
@@ -285,11 +285,11 @@ Demonstration 5
Resampling method: Balanced, bootstrap cluster resampling
Number of resamples: 1999
Confidence interval (CI) type: Bias-corrected and accelerated (BCa)
- Nominal coverage (and the percentiles used): 90% (11.0%, 98.5%)
+ Nominal coverage (and the percentiles used): 90% (12.6%, 98.8%)
Bootstrap Statistics:
original bias std_error CI_lower CI_upper
- +171.5 -6.527 +41.78 +113.1 +255.6
+ +171.5 -6.473 +42.75 +116.4 +262.5
Demonstration 6
@@ -314,11 +314,11 @@ Demonstration 6
Resampling method: Balanced, bootstrap cluster resampling
Number of resamples: 1999
Confidence interval (CI) type: Bias-corrected and accelerated (BCa)
- Nominal coverage (and the percentiles used): 90% (13.1%, 98.7%)
+ Nominal coverage (and the percentiles used): 90% (12.8%, 98.7%)
Bootstrap Statistics:
original bias std_error CI_lower CI_upper
- +171.5 -9.277 +33.69 +122.7 +232.8
+ +171.5 -9.367 +33.27 +122.9 +230.2
Demonstration 7
@@ -344,8 +344,8 @@ Demonstration 7
Bootstrap Statistics:
original bias std_error CI_lower CI_upper
- -0.3582 -0.001936 +0.2449 -0.7538 +0.04609
- -0.05622 +0.007057 +0.2883 -0.6004 +0.3575
+ -0.004100 +0.0005636 +0.2091 -0.3562 +0.3338
+ +0.2984 -0.02497 +0.3726 -0.1958 +1.053
Demonstration 8
@@ -372,8 +372,8 @@ Demonstration 8
Bootstrap Statistics:
original bias std_error CI_lower CI_upper
- -0.3245 -0.01855 +0.3339 -0.6843 -0.03197
- +0.08362 +0.01520 +0.2642 -0.2958 +0.3065
+ -0.003460 +0.0007734 +0.1941 -0.4001 +0.2587
+ -0.03895 +0.09480 +0.3275 -0.4516 +0.3005
Demonstration 9
@@ -400,11 +400,11 @@ Demonstration 9
Resampling method: Balanced, bootstrap cluster resampling
Number of resamples: 1999
Confidence interval (CI) type: Bias-corrected and accelerated (BCa)
- Nominal coverage (and the percentiles used): 95% (1.5%, 96.3%)
+ Nominal coverage (and the percentiles used): 95% (2.1%, 97.1%)
Bootstrap Statistics:
original bias std_error CI_lower CI_upper
- +0.7764 -0.02370 +0.1456 +0.3738 +0.9894
+ +0.7764 -0.02555 +0.1481 +0.4023 +1.006
Demonstration 1
Number of resamples (outer): 1999
Number of resamples (inner): 0
Confidence interval (CI) type: Expanded bias-corrected and accelerated (BCa)
- Nominal coverage (and the percentiles used): 95% (1.8%, 97.8%)
+ Nominal coverage (and the percentiles used): 95% (1.4%, 97.3%)
Bootstrap Statistics:
original bias std_error CI_lower CI_upper
- +29.65 +2.132e-14 +2.542 +24.36 +34.74
+ +29.65 +3.553e-15 +2.691 +23.49 +34.55
Demonstration 2
@@ -253,11 +253,11 @@ Demonstration 2
Number of resamples (outer): 1999
Number of resamples (inner): 199
Confidence interval (CI) type: Calibrated percentile
- Nominal coverage (and the percentiles used): 95% (1.2%, 97.2%)
+ Nominal coverage (and the percentiles used): 95% (1.1%, 97.8%)
Bootstrap Statistics:
original bias std_error CI_lower CI_upper
- +29.65 +7.816e-14 +2.537 +23.55 +34.39
+ +29.65 +5.684e-14 +2.675 +23.16 +34.63
Demonstration 3
@@ -284,11 +284,11 @@ Demonstration 3
Number of resamples (outer): 1999
Number of resamples (inner): 199
Confidence interval (CI) type: Calibrated percentile
- Nominal coverage (and the percentiles used): 95% (2.5%, 97.7%)
+ Nominal coverage (and the percentiles used): 95% (1.8%, 97.9%)
Bootstrap Statistics:
original bias std_error CI_lower CI_upper
- +30.86 +0.01215 +2.873 +24.95 +36.74
+ +30.86 -0.04524 +3.019 +24.27 +37.12
Demonstration 4
@@ -317,7 +317,7 @@ Demonstration 4
Bootstrap Statistics:
original bias std_error CI_lower CI_upper
- +171.5 -6.265 +42.30 +97.20 +237.0
+ +171.5 -6.887 +42.21 +97.38 +237.1
Demonstration 5
@@ -341,11 +341,11 @@ Demonstration 5
Number of resamples (outer): 1999
Number of resamples (inner): 0
Confidence interval (CI) type: Bias-corrected and accelerated (BCa)
- Nominal coverage (and the percentiles used): 90% (12.4%, 98.8%)
+ Nominal coverage (and the percentiles used): 90% (11.8%, 98.6%)
Bootstrap Statistics:
original bias std_error CI_lower CI_upper
- +171.5 -6.661 +42.65 +115.6 +262.1
+ +171.5 -7.100 +43.26 +112.8 +262.2
Demonstration 6
@@ -372,11 +372,11 @@ Demonstration 6
Number of resamples (outer): 1999
Number of resamples (inner): 199
Confidence interval (CI) type: Calibrated percentile (equal-tailed)
- Nominal coverage (and the percentiles used): 90% (2.2%, 97.8%)
+ Nominal coverage (and the percentiles used): 90% (2.5%, 97.5%)
Bootstrap Statistics:
original bias std_error CI_lower CI_upper
- +171.5 -6.983 +46.11 +83.34 +254.8
+ +171.5 -6.733 +43.61 +87.75 +249.3
Demonstration 7
@@ -402,11 +402,11 @@ Demonstration 7
Number of resamples (outer): 1999
Number of resamples (inner): 199
Confidence interval (CI) type: Calibrated percentile
- Nominal coverage (and the percentiles used): 90% (13.1%, 99.5%)
+ Nominal coverage (and the percentiles used): 90% (11.9%, 99.5%)
Bootstrap Statistics:
original bias std_error CI_lower CI_upper
- +171.5 -7.916 +43.94 +116.0 +278.2
+ +171.5 -7.044 +43.86 +114.9 +273.6
Demonstration 8
@@ -433,8 +433,8 @@ Demonstration 8
Bootstrap Statistics:
original bias std_error CI_lower CI_upper
- -0.3273 -0.009137 +0.1891 -0.6224 -0.003427
- -0.3062 +0.01554 +0.2233 -0.7413 +0.005980
+ +0.1433 +0.003953 +0.1781 -0.1421 +0.4456
+ -0.3363 +0.03789 +0.3894 -0.9193 +0.3409
Demonstration 9
@@ -461,11 +461,11 @@ Demonstration 9
Number of resamples (outer): 1999
Number of resamples (inner): 0
Confidence interval (CI) type: Bias-corrected and accelerated (BCa)
- Nominal coverage (and the percentiles used): 95% (0.6%, 93.8%)
+ Nominal coverage (and the percentiles used): 95% (0.5%, 93.6%)
Bootstrap Statistics:
original bias std_error CI_lower CI_upper
- +0.7764 -0.007168 +0.1395 +0.3296 +0.9509
+ +0.7764 -0.006640 +0.1360 +0.3141 +0.9457
Demonstration 10
@@ -577,13 +577,13 @@ Demonstration 10
Bootstrap Statistics:
original bias std_error CI_lower CI_upper
- -16.69 -0.5345 +2.161 -20.59 -12.40
- -11.72 -0.3746 +1.899 -15.14 -7.907
- -8.061 -0.2708 +1.801 -11.45 -4.587
- +0.1048 +0.005417 +0.09317 -0.07789 +0.2815
- +0.01034 +0.0006644 +0.006654 -0.002428 +0.02320
- +0.06452 +0.002462 +0.01718 +0.03463 +0.1002
- +0.001664 +8.810e-06 +0.0007670 +0.0001160 +0.003152
+ -16.69 -0.5389 +2.137 -20.26 -12.60
+ -11.72 -0.3805 +1.872 -15.00 -7.969
+ -8.061 -0.2781 +1.773 -11.33 -4.502
+ +0.1048 +0.006203 +0.09079 -0.07013 +0.2733
+ +0.01034 +0.0007144 +0.006703 -0.002981 +0.02316
+ +0.06452 +0.002527 +0.01678 +0.03219 +0.09567
+ +0.001664 +1.056e-06 +0.0007337 +0.0002000 +0.003142
Demonstration 11
diff --git a/docs/function/bootlm.html b/docs/function/bootlm.html
index eda84440..702452a2 100644
--- a/docs/function/bootlm.html
+++ b/docs/function/bootlm.html
@@ -3,7 +3,7 @@
-
+
@@ -554,7 +554,7 @@ Demonstration 1
name mean CI_lower CI_upper p-adj
--------------------------------------------------------------------------------
-female - male +10.80 -8.706 +30.31 .249
+female - male +10.80 -8.570 +30.17 .246
MODEL FORMULA (based on Wilkinson's notation):
@@ -565,9 +565,9 @@ Demonstration 1
name mean CI_lower CI_upper p-adj
--------------------------------------------------------------------------------
-female - male +0.7382 -0.4009 +1.935
+female - male +0.7485 -0.4441 +1.914
-Cohen's d [95% CI] = 0.74 [-0.40, 1.94] (N = 11)
+Cohen's d [95% CI] = 0.75 [-0.44, 1.91] (N = 11)
MODEL FORMULA (based on Wilkinson's notation):
@@ -578,8 +578,8 @@ Demonstration 1
name mean CI_lower CI_upper N
--------------------------------------------------------------------------------
-male +44.20 +32.87 +53.60 5
-female +55.00 +42.04 +67.49 6
+male +44.20 +32.34 +53.15 5
+female +55.00 +42.03 +67.71 6