update readme

README.md

@@ -59,7 +59,7 @@ In Octave only, you can get a basic overview of the package and it's functions b
 
 ### Quick start
 
-Below are some links to demonstrations of how the bootstrap or randomization functions from this package can be used to perform variants of the commonly used statistical tests below, but without the Normality assumption:  
+Below are some links to demonstrations of how the bootstrap or randomization functions from this package can be used to perform variants of the commonly used statistical tests listed below, but without the Normality assumption:  
 
  * [t-test to compare two independent samples (assuming equal variances)](https://gnu-octave.github.io/statistics-resampling/function/boot1way.html#1)  
 

docs/function/boot1way.html

@@ -528,7 +528,7 @@ <h3><a name="7">Demonstration 7</a></h3>
 -----------------------------------------------------------------------------
 | Comparison |     Test # |      Ref # | Difference |          t |        p |
 |------------|------------|------------|------------|------------|----------|
-|          1 |          2 |          1 |   +0.09812 |      +0.16 |     .872 |
+|          1 |          2 |          1 |   +0.08506 |      +0.21 |     .853 |
 
 -----------------------------------------------------------------------------
 |    GROUP # |                                       GROUP label |        N |
@@ -573,7 +573,7 @@ <h3><a name="8">Demonstration 8</a></h3>
 -----------------------------------------------------------------------------
 | Comparison |     Test # |      Ref # | Difference |          t |        p |
 |------------|------------|------------|------------|------------|----------|
-|          1 |          2 |          1 |    -0.5756 |      -0.82 |     .397 |
+|          1 |          2 |          1 |    -0.9996 |      -1.37 |     .082 |
 
 -----------------------------------------------------------------------------
 |    GROUP # |                                       GROUP label |        N |

docs/function/bootclust.html

@@ -344,8 +344,8 @@ <h3><a name="7">Demonstration 7</a></h3>
 
 Bootstrap Statistics: 
  original     bias         std_error    CI_lower     CI_upper  
- -0.5211      +0.01726     +0.2054      -0.8760      -0.1953    
- -0.1174      -0.01935     +0.3375      -0.6470      +0.4706</pre>
+ -0.1292      +0.02327     +0.2590      -0.4938      +0.3621    
+ +0.1132      +0.05808     +0.2600      -0.3375      +0.5111</pre>
 </div>
 
 <h3><a name="8">Demonstration 8</a></h3>
@@ -372,8 +372,8 @@ <h3><a name="8">Demonstration 8</a></h3>
 
 Bootstrap Statistics: 
  original     bias         std_error    CI_lower     CI_upper  
- +0.07819     -0.01868     +0.2846      -0.5082      +0.4508    
- -0.004053    +0.03298     +0.5532      -0.8236      +0.8769</pre>
+ +0.3077      +0.002426    +0.2729      -0.1567      +0.7395    
+ +0.07036     +0.07590     +0.1805      -0.1875      +0.2090</pre>
 </div>
 
 <h3><a name="9">Demonstration 9</a></h3>

docs/function/bootknife.html

@@ -433,8 +433,8 @@ <h3><a name="8">Demonstration 8</a></h3>
 
 Bootstrap Statistics: 
  original     bias         std_error    CI_lower     CI_upper  
- -0.2218      -0.003702    +0.2061      -0.5401      +0.1467    
- +0.04170     -0.01070     +0.2287      -0.3470      +0.3902</pre>
+ +0.2168      -0.01429     +0.1923      -0.08111     +0.5465    
+ +0.3423      +0.03965     +0.3162      -0.1607      +0.8588</pre>
 </div>
 
 <h3><a name="9">Demonstration 9</a></h3>

docs/function/bootmode.html

@@ -149,9 +149,9 @@ <h3><a name="1">Demonstration 1</a></h3>
 <p>Produces the following output</p>
 <pre class="example">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 = 0.339 so accept the null hypothesis that there are 2 modes</pre>
+ans = H2 is 0 with p = 0.299 so accept the null hypothesis that there are 2 modes</pre>
 </div>
 
 <p>Package: <a href="../index.html">statistics-resampling</a></p>

docs/readme.html

@@ -124,8 +124,8 @@ <h3 id="usage">Usage</h3>
 <h3 id="quick-start">Quick start</h3>
 <p>Below are some links to demonstrations of how the bootstrap or
 randomization functions from this package can be used to perform
-variants of the commonly used statistical tests below, but without the
-Normality assumption:</p>
+variants of the commonly used statistical tests listed below, but
+without the Normality assumption:</p>
 <ul>
 <li><p><a
 href="https://gnu-octave.github.io/statistics-resampling/function/boot1way.html#1">t-test