From 8cf26ce123540fd3c76b9100c04d37cd6e2cdb05 Mon Sep 17 00:00:00 2001
From: acp29 <A.C.Penn@sussex.ac.uk>
Date: Wed, 8 May 2024 07:01:13 +0100
Subject: [PATCH] update online manual

---
 docs/copying.html                     |   2 +-
 docs/description.json                 |   2 +-
 docs/function/boot.html               |  82 +++++++++++++-------------
 docs/function/boot1way.html           |   6 +-
 docs/function/bootbayes.html          |   8 +--
 docs/function/bootcdf.html            |   2 +-
 docs/function/bootci.html             |  18 +++---
 docs/function/bootclust.html          |  10 ++--
 docs/function/bootint.html            |   2 +-
 docs/function/bootknife.html          |  20 +++----
 docs/function/bootlm.html             |   2 +-
 docs/function/bootmode.html           |   4 +-
 docs/function/bootstrp.html           |  17 +++++-
 docs/function/bootwild.html           |   6 +-
 docs/function/cor.html                |   2 +-
 docs/function/credint.html            |   2 +-
 docs/function/deffcalc.html           |   2 +-
 docs/function/images/boot1way_701.png | Bin 24420 -> 24394 bytes
 docs/function/images/boot1way_801.png | Bin 24319 -> 24646 bytes
 docs/function/randtest.html           |   6 +-
 docs/function/randtest1.html          |   2 +-
 docs/function/randtest2.html          |   8 +--
 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, 113 insertions(+), 100 deletions(-)
diff --git a/docs/copying.html b/docs/copying.html
index d96169a..6313ec4 100644
--- a/docs/copying.html
+++ b/docs/copying.html
@@ -3,7 +3,7 @@
 <html xmlns="http://www.w3.org/1999/xhtml" lang="en" xml:lang="en">
   <head>
   <meta http-equiv="content-type" content="text/html; charset=utf-8" />
-  <meta name="date" content="2024-04-28"/>
+  <meta name="date" content="2024-05-07"/>
   <meta name="generator" content="generate_html 0.3.3" />
   <meta name="author" content="Andrew Penn" />
   <meta name="description" content="A package for statistical analysis using resampling methods." />
diff --git a/docs/description.json b/docs/description.json
index 6648489..35fd1d9 100644
--- a/docs/description.json
+++ b/docs/description.json
@@ -1,7 +1,7 @@
 {
   "generator": "generate_html",
   "generator_version": "0.3.3",
-  "date_generated": "2024-04-28",
+  "date_generated": "2024-05-07",
   "package": 
   {
     "name": "statistics-resampling",
diff --git a/docs/function/boot.html b/docs/function/boot.html
index 0b74cf1..7899ec4 100644
--- a/docs/function/boot.html
+++ b/docs/function/boot.html
@@ -3,7 +3,7 @@
 <html xmlns="http://www.w3.org/1999/xhtml" lang="en" xml:lang="en">
   <head>
   <meta http-equiv="content-type" content="text/html; charset=utf-8" />
-  <meta name="date" content="2024-04-28"/>
+  <meta name="date" content="2024-05-07"/>
   <meta name="generator" content="generate_html 0.3.3" />
   <meta name="author" content="Andrew Penn" />
   <meta name="description" content="A package for statistical analysis using resampling methods." />
@@ -116,17 +116,17 @@ <h3><a name="1">Demonstration 1</a></h3>
 <p>Produces the following output</p>
 <pre class="example">ans =
 
- Columns 1 through 11:
+ Columns 1 through 13:
 
-            2            3            3            2            2            2            1            1            3            1            3
-            3            1            3            1            2            3            2            2            2            1            2
-            2            1            3            3            2            1            2            3            1            2            1
+            1            2            1            1            3            3            3            2            1            3            1            2            3
+            2            1            3            1            3            2            3            3            3            2            3            2            2
+            2            2            1            2            2            2            2            1            1            3            1            3            1
 
- Columns 12 through 20:
+ Columns 14 through 20:
 
-            3            2            1            2            2            3            3            1            1
-            1            2            2            3            3            1            1            3            3
-            2            3            1            1            1            2            3            3            1</pre>
+            2            1            3            2            3            1            2
+            2            2            1            3            1            1            2
+            1            3            1            3            3            3            1</pre>
 </div>
 
 <h3><a name="2">Demonstration 2</a></h3>
@@ -139,17 +139,17 @@ <h3><a name="2">Demonstration 2</a></h3>
 <p>Produces the following output</p>
 <pre class="example">ans =
 
- Columns 1 through 11:
+ Columns 1 through 13:
 
-            2            3            2            2            3            1            3            1            2            2            1
-            2            1            1            2            3            2            2            1            1            3            3
-            3            3            1            2            3            1            3            1            2            2            3
+            2            3            2            3            3            1            2            1            1            2            3            2            3
+            3            3            2            3            3            2            2            1            1            2            1            2            2
+            2            3            1            2            3            2            3            1            1            3            3            2            3
 
- Columns 12 through 20:
+ Columns 14 through 20:
 
-            2            2            3            1            2            1            2            3            3
-            1            3            3            1            2            1            1            1            2
-            2            3            1            1            3            3            1            3            2</pre>
+            3            2            2            1            1            1            3
+            1            1            3            1            2            2            3
+            1            1            2            1            1            1            3</pre>
 </div>
 
 <h3><a name="3">Demonstration 3</a></h3>
@@ -164,45 +164,45 @@ <h3><a name="3">Demonstration 3</a></h3>
 <p>Produces the following output</p>
 <pre class="example">ans =
 
- Columns 1 through 11:
+ Columns 1 through 13:
 
-            3            3            3            3            1            2            3            3            1            1            2
-            3            1            2            2            3            1            3            1            2            2            3
-            3            2            3            1            3            1            1            1            3            1            2
+            3            3            3            3            1            2            3            3            1            1            2            2            1
+            3            1            2            2            3            1            3            1            2            2            3            3            2
+            3            2            3            1            3            1            1            1            3            1            2            3            2
 
- Columns 12 through 20:
+ Columns 14 through 20:
 
-            2            1            2            2            2            1            2            1            1
-            3            2            3            3            3            3            1            1            2
-            3            2            1            2            2            2            1            2            1
+            2            2            2            1            2            1            1
+            3            3            3            3            1            1            2
+            1            2            2            2            1            2            1
 
 ans =
 
- Columns 1 through 11:
+ Columns 1 through 13:
 
-            3            3            3            3            1            2            3            3            1            1            2
-            3            1            2            2            3            1            3            1            2            2            3
-            3            2            3            1            3            1            1            1            3            1            2
+            3            3            3            3            1            2            3            3            1            1            2            2            1
+            3            1            2            2            3            1            3            1            2            2            3            3            2
+            3            2            3            1            3            1            1            1            3            1            2            3            2
 
- Columns 12 through 20:
+ Columns 14 through 20:
 
-            2            1            2            2            2            1            2            1            1
-            3            2            3            3            3            3            1            1            2
-            3            2            1            2            2            2            1            2            1
+            2            2            2            1            2            1            1
+            3            3            3            3            1            1            2
+            1            2            2            2            1            2            1
 
 ans =
 
- Columns 1 through 11:
+ Columns 1 through 13:
 
-            3            2            2            3            2            3            1            2            2            3            1
-            1            3            1            1            2            3            3            3            1            2            1
-            1            3            3            1            1            1            2            3            2            2            2
+            3            2            2            3            2            3            1            2            2            3            1            2            3
+            1            3            1            1            2            3            3            3            1            2            1            1            2
+            1            3            3            1            1            1            2            3            2            2            2            1            2
 
- Columns 12 through 20:
+ Columns 14 through 20:
 
-            2            3            1            2            3            2            3            2            3
-            1            2            1            3            1            1            3            3            2
-            1            2            3            3            1            1            2            2            1</pre>
+            1            2            3            2            3            2            3
+            1            3            1            1            3            3            2
+            3            3            1            1            2            2            1</pre>
 </div>
 
 <h3><a name="4">Demonstration 4</a></h3>
diff --git a/docs/function/boot1way.html b/docs/function/boot1way.html
index b36b9bd..5990489 100644
--- a/docs/function/boot1way.html
+++ b/docs/function/boot1way.html
@@ -3,7 +3,7 @@
 <html xmlns="http://www.w3.org/1999/xhtml" lang="en" xml:lang="en">
   <head>
   <meta http-equiv="content-type" content="text/html; charset=utf-8" />
-  <meta name="date" content="2024-04-28"/>
+  <meta name="date" content="2024-05-07"/>
   <meta name="generator" content="generate_html 0.3.3" />
   <meta name="author" content="Andrew Penn" />
   <meta name="description" content="A package for statistical analysis using resampling methods." />
@@ -529,7 +529,7 @@ <h3><a name="7">Demonstration 7</a></h3>
 -----------------------------------------------------------------------------
 | Comparison |     Test # |      Ref # | Difference |          t |        p |
 |------------|------------|------------|------------|------------|----------|
-|          1 |          2 |          1 |    +0.2840 |      +0.58 |     .557 |
+|          1 |          2 |          1 |    -0.1147 |      -0.26 |     .760 |
 
 -----------------------------------------------------------------------------
 |    GROUP # |                                       GROUP label |        N |
@@ -574,7 +574,7 @@ <h3><a name="8">Demonstration 8</a></h3>
 -----------------------------------------------------------------------------
 | Comparison |     Test # |      Ref # | Difference |          t |        p |
 |------------|------------|------------|------------|------------|----------|
-|          1 |          2 |          1 |    +0.1328 |      +0.17 |     .765 |
+|          1 |          2 |          1 |     +1.340 |      +2.51 |     .019 |*
 
 -----------------------------------------------------------------------------
 |    GROUP # |                                       GROUP label |        N |
diff --git a/docs/function/bootbayes.html b/docs/function/bootbayes.html
index c0ec898..1d49530 100644
--- a/docs/function/bootbayes.html
+++ b/docs/function/bootbayes.html
@@ -3,7 +3,7 @@
 <html xmlns="http://www.w3.org/1999/xhtml" lang="en" xml:lang="en">
   <head>
   <meta http-equiv="content-type" content="text/html; charset=utf-8" />
-  <meta name="date" content="2024-04-28"/>
+  <meta name="date" content="2024-05-07"/>
   <meta name="generator" content="generate_html 0.3.3" />
   <meta name="author" content="Andrew Penn" />
   <meta name="description" content="A package for statistical analysis using resampling methods." />
@@ -191,7 +191,7 @@ <h3><a name="1">Demonstration 1</a></h3>
 
 Posterior Statistics: 
  original     bias         median       stdev       CI_lower      CI_upper
- +184.5       -0.02210     +184.5       1.240       +182.1        +186.9</pre>
+ +184.5       +0.04987     +184.5       1.286       +182.1        +187.1</pre>
 </div>
 
 <h3><a name="2">Demonstration 2</a></h3>
@@ -228,8 +228,8 @@ <h3><a name="2">Demonstration 2</a></h3>
 
 Posterior Statistics: 
  original     bias         median       stdev       CI_lower      CI_upper
- +175.5       +0.03532     +175.5       2.384       +171.1        +180.3    
- +0.1904      -0.001074    +0.1909      0.07912     +0.04160      +0.3442</pre>
+ +175.5       -0.1213      +175.3       2.401       +171.0        +180.2    
+ +0.1904      +0.003674    +0.1961      0.07964     +0.03563      +0.3449</pre>
 </div>
 
 <p>Package: <a href="../index.html">statistics-resampling</a></p>
diff --git a/docs/function/bootcdf.html b/docs/function/bootcdf.html
index c943dcc..d8014b1 100644
--- a/docs/function/bootcdf.html
+++ b/docs/function/bootcdf.html
@@ -3,7 +3,7 @@
 <html xmlns="http://www.w3.org/1999/xhtml" lang="en" xml:lang="en">
   <head>
   <meta http-equiv="content-type" content="text/html; charset=utf-8" />
-  <meta name="date" content="2024-04-28"/>
+  <meta name="date" content="2024-05-07"/>
   <meta name="generator" content="generate_html 0.3.3" />
   <meta name="author" content="Andrew Penn" />
   <meta name="description" content="A package for statistical analysis using resampling methods." />
diff --git a/docs/function/bootci.html b/docs/function/bootci.html
index 4b26168..f441f9a 100644
--- a/docs/function/bootci.html
+++ b/docs/function/bootci.html
@@ -3,7 +3,7 @@
 <html xmlns="http://www.w3.org/1999/xhtml" lang="en" xml:lang="en">
   <head>
   <meta http-equiv="content-type" content="text/html; charset=utf-8" />
-  <meta name="date" content="2024-04-28"/>
+  <meta name="date" content="2024-05-07"/>
   <meta name="generator" content="generate_html 0.3.3" />
   <meta name="author" content="Andrew Penn" />
   <meta name="description" content="A package for statistical analysis using resampling methods." />
@@ -468,8 +468,8 @@ <h3><a name="10">Demonstration 10</a></h3>
 <p>Produces the following output</p>
 <pre class="example">ci =
 
-     0.058644     -0.26038
-      0.81295      0.60855</pre>
+     -0.61473     -0.41387
+      0.57767        0.869</pre>
 </div>
 
 <h3><a name="11">Demonstration 11</a></h3>
@@ -515,18 +515,18 @@ <h3><a name="11">Demonstration 11</a></h3>
 
  % Calculations using the 'boot' and 'bootstrap' packages in R
  % 
- % library (boot)       % Functions from Davison and Hinkley (1997)
- % A <- c(48,36,20,29,42,42,20,42,22,41,45,14,6, ...
+ % library (boot)       # Functions from Davison and Hinkley (1997)
+ % A <- c(48,36,20,29,42,42,20,42,22,41,45,14,6,
  %         0,33,28,34,4,32,24,47,41,24,26,30,41);
  % n <- length(A)
  %  var.fun <- function (d, i) { 
- %        % Function to compute the population variance
+ %        # Function to compute the population variance
  %        n <- length (d); 
  %        return (var (d[i]) * (n - 1) / n) };
  %  boot.fun <- function (d, i) {
- %        % Compute the estimate
+ %        # Compute the estimate
  %        t <- var.fun (d, i);
- %        % Compute sampling variance of the estimate using Tukey's jackknife
+ %        # Compute sampling variance of the estimate using Tukey's jackknife
  %        n <- length (d);
  %        U <- empinf (data=d[i], statistic=var.fun, type="jack", stype="i");
  %        var.t <- sum (U^2 / (n * (n - 1)));
@@ -539,7 +539,7 @@ <h3><a name="11">Demonstration 11</a></h3>
  % ci4 <- boot.ci (var.boot, conf=0.90, type="bca")
  % ci5 <- boot.ci (var.boot, conf=0.90, type="stud")
  %
- % library (bootstrap)  % Functions from Efron and Tibshirani (1993)
+ % library (bootstrap)  # Functions from Efron and Tibshirani (1993)
  % set.seed(1); 
  % ci4a <- bcanon (A, 19999, var.fun, alpha=c(0.05,0.95))
  % set.seed(1); 
diff --git a/docs/function/bootclust.html b/docs/function/bootclust.html
index ad93906..00f22e6 100644
--- a/docs/function/bootclust.html
+++ b/docs/function/bootclust.html
@@ -3,7 +3,7 @@
 <html xmlns="http://www.w3.org/1999/xhtml" lang="en" xml:lang="en">
   <head>
   <meta http-equiv="content-type" content="text/html; charset=utf-8" />
-  <meta name="date" content="2024-04-28"/>
+  <meta name="date" content="2024-05-07"/>
   <meta name="generator" content="generate_html 0.3.3" />
   <meta name="author" content="Andrew Penn" />
   <meta name="description" content="A package for statistical analysis using resampling methods." />
@@ -376,8 +376,8 @@ <h3><a name="7">Demonstration 7</a></h3>
 
 Bootstrap Statistics: 
  original     bias         std_error    CI_lower     CI_upper  
- -0.4181      -0.03727     +0.2810      -0.8581      +0.06276   
- -0.1687      +0.08519     +0.3837      -0.7141      +0.4170</pre>
+ +0.1347      -0.0002717   +0.2395      -0.2643      +0.5321    
+ -0.02530     -0.01070     +0.1898      -0.3179      +0.2850</pre>
 </div>
 
 <h3><a name="8">Demonstration 8</a></h3>
@@ -406,8 +406,8 @@ <h3><a name="8">Demonstration 8</a></h3>
 
 Bootstrap Statistics: 
  original     bias         std_error    CI_lower     CI_upper  
- -0.4050      -0.03514     +0.3065      -0.8754      +0.1245    
- +0.1612      -0.02179     +0.2439      -0.2628      +0.5464</pre>
+ +0.2430      +0.006715    +0.3419      -0.2821      +0.8430    
+ +0.6460      -0.05234     +0.2541      +0.3552      +1.233</pre>
 </div>
 
 <h3><a name="9">Demonstration 9</a></h3>
diff --git a/docs/function/bootint.html b/docs/function/bootint.html
index 2884c67..e6f3df7 100644
--- a/docs/function/bootint.html
+++ b/docs/function/bootint.html
@@ -3,7 +3,7 @@
 <html xmlns="http://www.w3.org/1999/xhtml" lang="en" xml:lang="en">
   <head>
   <meta http-equiv="content-type" content="text/html; charset=utf-8" />
-  <meta name="date" content="2024-04-28"/>
+  <meta name="date" content="2024-05-07"/>
   <meta name="generator" content="generate_html 0.3.3" />
   <meta name="author" content="Andrew Penn" />
   <meta name="description" content="A package for statistical analysis using resampling methods." />
diff --git a/docs/function/bootknife.html b/docs/function/bootknife.html
index 42560b8..524c0c1 100644
--- a/docs/function/bootknife.html
+++ b/docs/function/bootknife.html
@@ -3,7 +3,7 @@
 <html xmlns="http://www.w3.org/1999/xhtml" lang="en" xml:lang="en">
   <head>
   <meta http-equiv="content-type" content="text/html; charset=utf-8" />
-  <meta name="date" content="2024-04-28"/>
+  <meta name="date" content="2024-05-07"/>
   <meta name="generator" content="generate_html 0.3.3" />
   <meta name="author" content="Andrew Penn" />
   <meta name="description" content="A package for statistical analysis using resampling methods." />
@@ -43,7 +43,7 @@ <h2>bootknife</h2>
      following statistics:
         - original: the original estimate(s) calculated by BOOTFUN and the DATA
         - bias: bootstrap bias of the estimate(s)
-        - std_error: bootstrap estandard error of the estimate(s)
+        - std_error: bootstrap standard error of the estimate(s)
         - CI_lower: lower bound(s) of the 95% bootstrap confidence interval
         - CI_upper: upper bound(s) of the 95% bootstrap confidence interval
 
@@ -442,8 +442,8 @@ <h3><a name="8">Demonstration 8</a></h3>
 
 Bootstrap Statistics: 
  original     bias         std_error    CI_lower     CI_upper  
- +0.1665      +0.003180    +0.3301      -0.3348      +0.7593    
- +0.1038      +0.04636     +0.3270      -0.2973      +0.6811</pre>
+ -0.06366     -0.003129    +0.2305      -0.4772      +0.2909    
+ -0.2389      +0.01182     +0.1885      -0.5011      +0.1103</pre>
 </div>
 
 <h3><a name="9">Demonstration 9</a></h3>
@@ -724,18 +724,18 @@ <h3><a name="12">Demonstration 12</a></h3>
 
  % Calculations using the 'boot' and 'bootstrap' packages in R
  % 
- % library (boot)       % Functions from Davison and Hinkley (1997)
- % A <- c(48,36,20,29,42,42,20,42,22,41,45,14,6, ...
+ % library (boot)       # Functions from Davison and Hinkley (1997)
+ % A <- c(48,36,20,29,42,42,20,42,22,41,45,14,6,
  %        0,33,28,34,4,32,24,47,41,24,26,30,41);
  % n <- length(A)
  % var.fun <- function (d, i) { 
- %        % Function to compute the population variance
+ %        # Function to compute the population variance
  %        n <- length (d); 
  %        return (var (d[i]) * (n - 1) / n) };
  % boot.fun <- function (d, i) {
- %        % Compute the estimate
+ %        # Compute the estimate
  %        t <- var.fun (d, i);
- %        % Compute sampling variance of the estimate using Tukey's jackknife
+ %        # Compute sampling variance of the estimate using Tukey's jackknife
  %        n <- length (d);
  %        U <- empinf (data=d[i], statistic=var.fun, type="jack", stype="i");
  %        var.t <- sum (U^2 / (n * (n - 1)));
@@ -748,7 +748,7 @@ <h3><a name="12">Demonstration 12</a></h3>
  % ci4 <- boot.ci (var.boot, conf=0.90, type="bca")
  % ci5 <- boot.ci (var.boot, conf=0.90, type="stud")
  %
- % library (bootstrap)  % Functions from Efron and Tibshirani (1993)
+ % library (bootstrap)  # Functions from Efron and Tibshirani (1993)
  % set.seed(1);
  % ci4a <- bcanon (A, 19999, var.fun, alpha=c(0.05,0.95))
  % set.seed(1); 
diff --git a/docs/function/bootlm.html b/docs/function/bootlm.html
index b300552..9a23862 100644
--- a/docs/function/bootlm.html
+++ b/docs/function/bootlm.html
@@ -3,7 +3,7 @@
 <html xmlns="http://www.w3.org/1999/xhtml" lang="en" xml:lang="en">
   <head>
   <meta http-equiv="content-type" content="text/html; charset=utf-8" />
-  <meta name="date" content="2024-04-28"/>
+  <meta name="date" content="2024-05-07"/>
   <meta name="generator" content="generate_html 0.3.3" />
   <meta name="author" content="Andrew Penn" />
   <meta name="description" content="A package for statistical analysis using resampling methods." />
diff --git a/docs/function/bootmode.html b/docs/function/bootmode.html
index 32d5e6c..b0bb8b2 100644
--- a/docs/function/bootmode.html
+++ b/docs/function/bootmode.html
@@ -3,7 +3,7 @@
 <html xmlns="http://www.w3.org/1999/xhtml" lang="en" xml:lang="en">
   <head>
   <meta http-equiv="content-type" content="text/html; charset=utf-8" />
-  <meta name="date" content="2024-04-28"/>
+  <meta name="date" content="2024-05-07"/>
   <meta name="generator" content="generate_html 0.3.3" />
   <meta name="author" content="Andrew Penn" />
   <meta name="description" content="A package for statistical analysis using resampling methods." />
@@ -151,7 +151,7 @@ <h3><a name="1">Demonstration 1</a></h3>
 
 ans = H1 is 1 with p = 0 so reject the null hypothesisthat there is 1 mode
 
-ans = H2 is 0 with p = 0.314 so accept the null hypothesis that there are 2 modes</pre>
+ans = H2 is 0 with p = 0.325 so accept the null hypothesis that there are 2 modes</pre>
 </div>
 
 <p>Package: <a href="../index.html">statistics-resampling</a></p>
diff --git a/docs/function/bootstrp.html b/docs/function/bootstrp.html
index 7821cf6..89d5df0 100644
--- a/docs/function/bootstrp.html
+++ b/docs/function/bootstrp.html
@@ -3,7 +3,7 @@
 <html xmlns="http://www.w3.org/1999/xhtml" lang="en" xml:lang="en">
   <head>
   <meta http-equiv="content-type" content="text/html; charset=utf-8" />
-  <meta name="date" content="2024-04-28"/>
+  <meta name="date" content="2024-05-07"/>
   <meta name="generator" content="generate_html 0.3.3" />
   <meta name="author" content="Andrew Penn" />
   <meta name="description" content="A package for statistical analysis using resampling methods." />
@@ -31,7 +31,8 @@ <h2>bootstrp</h2>
  -- Function File: BOOTSTAT = bootstrp (..., 'Weights', WEIGHTS)
  -- Function File: BOOTSTAT = bootstrp (..., 'loo', LOO)
  -- Function File: BOOTSTAT = bootstrp (..., 'seed', SEED)
- -- Function File: [BOOTSTAT, BOOTSAM] = bootstrp (...) 
+ -- Function File: [BOOTSTAT, BOOTSAM] = bootstrp (...)
+ -- Function File: [BOOTSTAT, BOOTSAM, STATS] = bootstrp (...)
 
      'BOOTSTAT = bootstrp (NBOOT, BOOTFUN, D)' draws NBOOT bootstrap resamples
      with replacement from the rows of the data D and returns the statistic
@@ -60,6 +61,8 @@ <h2>bootstrp</h2>
      D1 to DN, have a different number of rows, this input argument is ignored
      and MATCH is enforced to have a value of false. Note that the MATLAB
      bootstrp function only operates in a mode equivalent to MATCH = true.
+     One application of setting MATCH to false is to perform stratified
+     bootstrap resampling.
 
      'BOOTSTAT = bootstrp (..., 'Options', PAROPT)' specifies options that
      govern if and how to perform bootstrap iterations using multiple
@@ -103,6 +106,16 @@ <h2>bootstrp</h2>
      D1 to DN.  To get the output samples BOOTSAM without applying a function,
      set BOOTFUN to empty (i.e. []).
 
+     '[BOOTSTAT, BOOTSAM, STATS] = bootstrp (...)' also calculates and returns
+     the following basic statistics relating to each column of BOOTSTAT: 
+        - original: the original estimate(s) calculated by BOOTFUN and the DATA
+        - bias: bootstrap bias of the estimate(s)
+        - bias_corrected: original estimate(s) after subtracting the bias
+        - var: bootstrap variance of the original estimate(s)
+        - std_error: bootstrap standard error of the original estimate(s)
+     If BOOTSTAT is not numeric, STATS only returns the 'original' field. If
+     BOOTFUN is empty, then the value of the 'original' field is also empty.
+
   Bibliography:
   [1] Efron, and Tibshirani (1993) An Introduction to the
         Bootstrap. New York, NY: Chapman & Hall
diff --git a/docs/function/bootwild.html b/docs/function/bootwild.html
index d0bbc89..ac6c2c2 100644
--- a/docs/function/bootwild.html
+++ b/docs/function/bootwild.html
@@ -3,7 +3,7 @@
 <html xmlns="http://www.w3.org/1999/xhtml" lang="en" xml:lang="en">
   <head>
   <meta http-equiv="content-type" content="text/html; charset=utf-8" />
-  <meta name="date" content="2024-04-28"/>
+  <meta name="date" content="2024-05-07"/>
   <meta name="generator" content="generate_html 0.3.3" />
   <meta name="author" content="Andrew Penn" />
   <meta name="description" content="A package for statistical analysis using resampling methods." />
@@ -218,8 +218,8 @@ <h3><a name="2">Demonstration 2</a></h3>
 
 Test Statistics: 
  original     std_err      CI_lower     CI_upper     t-stat      p-val     FPR
- +175.5       +2.502       +169.8       +181.2       +70.1       <.001    .010
- +0.1904      +0.08261     +0.003534    +0.3773      +2.31        .047    .280</pre>
+ +175.5       +2.502       +170.0       +181.0       +70.1       <.001    .010
+ +0.1904      +0.08261     +0.009462    +0.3714      +2.31        .040    .259</pre>
 </div>
 
 <p>Package: <a href="../index.html">statistics-resampling</a></p>
diff --git a/docs/function/cor.html b/docs/function/cor.html
index c65cb84..225b7ac 100644
--- a/docs/function/cor.html
+++ b/docs/function/cor.html
@@ -3,7 +3,7 @@
 <html xmlns="http://www.w3.org/1999/xhtml" lang="en" xml:lang="en">
   <head>
   <meta http-equiv="content-type" content="text/html; charset=utf-8" />
-  <meta name="date" content="2024-04-28"/>
+  <meta name="date" content="2024-05-07"/>
   <meta name="generator" content="generate_html 0.3.3" />
   <meta name="author" content="Andrew Penn" />
   <meta name="description" content="A package for statistical analysis using resampling methods." />
diff --git a/docs/function/credint.html b/docs/function/credint.html
index 0747256..2a81311 100644
--- a/docs/function/credint.html
+++ b/docs/function/credint.html
@@ -3,7 +3,7 @@
 <html xmlns="http://www.w3.org/1999/xhtml" lang="en" xml:lang="en">
   <head>
   <meta http-equiv="content-type" content="text/html; charset=utf-8" />
-  <meta name="date" content="2024-04-28"/>
+  <meta name="date" content="2024-05-07"/>
   <meta name="generator" content="generate_html 0.3.3" />
   <meta name="author" content="Andrew Penn" />
   <meta name="description" content="A package for statistical analysis using resampling methods." />
diff --git a/docs/function/deffcalc.html b/docs/function/deffcalc.html
index f5dc9cd..5a116de 100644
--- a/docs/function/deffcalc.html
+++ b/docs/function/deffcalc.html
@@ -3,7 +3,7 @@
 <html xmlns="http://www.w3.org/1999/xhtml" lang="en" xml:lang="en">
   <head>
   <meta http-equiv="content-type" content="text/html; charset=utf-8" />
-  <meta name="date" content="2024-04-28"/>
+  <meta name="date" content="2024-05-07"/>
   <meta name="generator" content="generate_html 0.3.3" />
   <meta name="author" content="Andrew Penn" />
   <meta name="description" content="A package for statistical analysis using resampling methods." />
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diff --git a/docs/function/randtest.html b/docs/function/randtest.html
index 208fcfe..35e6e1e 100644
--- a/docs/function/randtest.html
+++ b/docs/function/randtest.html
@@ -3,7 +3,7 @@
 <html xmlns="http://www.w3.org/1999/xhtml" lang="en" xml:lang="en">
   <head>
   <meta http-equiv="content-type" content="text/html; charset=utf-8" />
-  <meta name="date" content="2024-04-28"/>
+  <meta name="date" content="2024-05-07"/>
   <meta name="generator" content="generate_html 0.3.3" />
   <meta name="author" content="Andrew Penn" />
   <meta name="description" content="A package for statistical analysis using resampling methods." />
@@ -146,8 +146,8 @@ <h3><a name="2">Demonstration 2</a></h3>
 <p>Produces the following output</p>
 <pre class="example">pval =
 
-      0.53148
-   0.00049014
+      0.53905
+   0.00035035
 
 stat =
 
diff --git a/docs/function/randtest1.html b/docs/function/randtest1.html
index 3f4db16..79337b4 100644
--- a/docs/function/randtest1.html
+++ b/docs/function/randtest1.html
@@ -3,7 +3,7 @@
 <html xmlns="http://www.w3.org/1999/xhtml" lang="en" xml:lang="en">
   <head>
   <meta http-equiv="content-type" content="text/html; charset=utf-8" />
-  <meta name="date" content="2024-04-28"/>
+  <meta name="date" content="2024-05-07"/>
   <meta name="generator" content="generate_html 0.3.3" />
   <meta name="author" content="Andrew Penn" />
   <meta name="description" content="A package for statistical analysis using resampling methods." />
diff --git a/docs/function/randtest2.html b/docs/function/randtest2.html
index 0eef809..38ef3cb 100644
--- a/docs/function/randtest2.html
+++ b/docs/function/randtest2.html
@@ -3,7 +3,7 @@
 <html xmlns="http://www.w3.org/1999/xhtml" lang="en" xml:lang="en">
   <head>
   <meta http-equiv="content-type" content="text/html; charset=utf-8" />
-  <meta name="date" content="2024-04-28"/>
+  <meta name="date" content="2024-05-07"/>
   <meta name="generator" content="generate_html 0.3.3" />
   <meta name="author" content="Andrew Penn" />
   <meta name="description" content="A package for statistical analysis using resampling methods." />
@@ -162,9 +162,9 @@ <h3><a name="1">Demonstration 1</a></h3>
                            @(A, B) log (var (A) ./ var (B)))
 </pre>
 <p>Produces the following output</p>
-<pre class="example">pval = 0.3668
-pval = 0.2698
-pval = 0.30905</pre>
+<pre class="example">pval = 0.3546
+pval = 0.2802
+pval = 0.317</pre>
 </div>
 
 <h3><a name="2">Demonstration 2</a></h3>
diff --git a/docs/function/sampszcalc.html b/docs/function/sampszcalc.html
index ceab14c..e9f812b 100644
--- a/docs/function/sampszcalc.html
+++ b/docs/function/sampszcalc.html
@@ -3,7 +3,7 @@
 <html xmlns="http://www.w3.org/1999/xhtml" lang="en" xml:lang="en">
   <head>
   <meta http-equiv="content-type" content="text/html; charset=utf-8" />
-  <meta name="date" content="2024-04-28"/>
+  <meta name="date" content="2024-05-07"/>
   <meta name="generator" content="generate_html 0.3.3" />
   <meta name="author" content="Andrew Penn" />
   <meta name="description" content="A package for statistical analysis using resampling methods." />
diff --git a/docs/function/smoothmad.html b/docs/function/smoothmad.html
index 9189178..ec4d580 100644
--- a/docs/function/smoothmad.html
+++ b/docs/function/smoothmad.html
@@ -3,7 +3,7 @@
 <html xmlns="http://www.w3.org/1999/xhtml" lang="en" xml:lang="en">
   <head>
   <meta http-equiv="content-type" content="text/html; charset=utf-8" />
-  <meta name="date" content="2024-04-28"/>
+  <meta name="date" content="2024-05-07"/>
   <meta name="generator" content="generate_html 0.3.3" />
   <meta name="author" content="Andrew Penn" />
   <meta name="description" content="A package for statistical analysis using resampling methods." />
diff --git a/docs/function/smoothmedian.html b/docs/function/smoothmedian.html
index f6894d2..6105c8d 100644
--- a/docs/function/smoothmedian.html
+++ b/docs/function/smoothmedian.html
@@ -3,7 +3,7 @@
 <html xmlns="http://www.w3.org/1999/xhtml" lang="en" xml:lang="en">
   <head>
   <meta http-equiv="content-type" content="text/html; charset=utf-8" />
-  <meta name="date" content="2024-04-28"/>
+  <meta name="date" content="2024-05-07"/>
   <meta name="generator" content="generate_html 0.3.3" />
   <meta name="author" content="Andrew Penn" />
   <meta name="description" content="A package for statistical analysis using resampling methods." />
diff --git a/docs/function_reference.html b/docs/function_reference.html
index 433feef..cf955c8 100644
--- a/docs/function_reference.html
+++ b/docs/function_reference.html
@@ -3,7 +3,7 @@
 <html xmlns="http://www.w3.org/1999/xhtml" lang="en" xml:lang="en">
   <head>
   <meta http-equiv="content-type" content="text/html; charset=utf-8" />
-  <meta name="date" content="2024-04-28"/>
+  <meta name="date" content="2024-05-07"/>
   <meta name="generator" content="generate_html 0.3.3" />
   <meta name="author" content="Andrew Penn" />
   <meta name="description" content="A package for statistical analysis using resampling methods." />
diff --git a/docs/index.html b/docs/index.html
index 8e67e43..ace1b61 100644
--- a/docs/index.html
+++ b/docs/index.html
@@ -3,7 +3,7 @@
 <html xmlns="http://www.w3.org/1999/xhtml" lang="en" xml:lang="en">
   <head>
   <meta http-equiv="content-type" content="text/html; charset=utf-8" />
-  <meta name="date" content="2024-04-28"/>
+  <meta name="date" content="2024-05-07"/>
   <meta name="generator" content="generate_html 0.3.3" />
   <meta name="author" content="Andrew Penn" />
   <meta name="description" content="A package for statistical analysis using resampling methods." />
