diff --git a/DecompLib/main_page.dox b/DecompLib/main_page.dox
index 58e8168..2ae2a5c 100644
--- a/DecompLib/main_page.dox
+++ b/DecompLib/main_page.dox
@@ -54,6 +54,8 @@ For more information about the usage and member functions of DataVector, RespMat
 
 To learn more about \ref performDecomposition check out the \ref Calculation module.
 
+@section sec_doc Documentation
+Documentation is available in a few forms. For the full documenation of DecompLib's objects and functions please see the \ref IO and \ref Calculation modules. For more about usage of the algorithm itself and the potential alternative uses and pitfalls associated with it, see the second half of the technical report in the doc directory.
 
 @section sec_example Example
 DecompLib contains a directory called Example. This directory contains a program demonstrating the usage of DecompLib as well as four utility functions to assist with the input and output to the example.
diff --git a/README.md b/README.md
index 8982bf9..4910a2b 100644
--- a/README.md
+++ b/README.md
@@ -171,5 +171,3 @@ long long retVal = performDecomposition(inputSpectrum, responseMatrix,
 //member function `getElement(binNumber)`
 ```
 
-To learn more about the particular pitfalls that are possible with the algorithm please see the second half technical report in the DecompLib doc directory.
-
diff --git a/docs/index.html b/docs/index.html
index 209888e..a59c4d0 100644
--- a/docs/index.html
+++ b/docs/index.html
@@ -115,6 +115,7 @@
 </ul>
 </li>
 <li class="level1"><a href="#sec_use">Usage</a></li>
+<li class="level1"><a href="#sec_doc">Documentation</a></li>
 <li class="level1"><a href="#sec_example">Example</a><ul><li class="level2"><a href="#ssec_decompose">DecomposeSpectrum</a></li>
 <li class="level2"><a href="#ssec_root1d">RootTh1ToCsv</a></li>
 <li class="level2"><a href="#ssec_root2d">RootTh2ToCsv</a></li>
@@ -161,6 +162,9 @@ <h1><a class="anchor" id="sec_use"></a>
 <p>Usage of the library is simple. One need only instantiate one of each of the three classes, fill them with data, then call the performDecomposition function to decompose the spectrum. Since code is worth more than prose for this a semi-pseudocode example is below.</p>
 <div class="fragment"><div class="line"><span class="keywordtype">int</span> numberDataBins = X;</div><div class="line"><a class="code" href="class_data_vector.html">DataVector&lt;double&gt;</a> inputSpectrum(numberDataBins, writeErrorMsgs);</div><div class="line"><span class="comment">//loop to set the inputSpectrum bin values with setElement(bin#, value)</span></div><div class="line"></div><div class="line"><span class="keywordtype">int</span> numberResponseFunctions = Y;</div><div class="line"><a class="code" href="class_resp_matrix.html">RespMatrix&lt;double&gt;</a> responseMatrix(numberResponseFunctions, numberDataBins, writeErrorMsgs);</div><div class="line"><span class="comment">//nested loop to set the response matrix values with setElement(responseFunction#, bin#, value)</span></div><div class="line"></div><div class="line"><a class="code" href="class_decomp_vector.html">DecompVector&lt;double&gt;</a> parameterSet(numberResponseFunctions, writeErrorMsgs);</div><div class="line">parameterSet.initWithConstant(initialValue);</div><div class="line"></div><div class="line"><span class="comment">//now call performDecomposition</span></div><div class="line"><span class="keywordtype">long</span> <span class="keywordtype">long</span> retVal = <a class="code" href="group___calculation.html#ga255b08dd193b8e7c84f69e1d8437f446">performDecomposition</a>(inputSpectrum, responseMatrix, parameterSet);</div></div><!-- fragment --><p>For more information about the usage and member functions of <a class="el" href="class_data_vector.html" title="A representation of the vector of data that is the object of the decomposition. ">DataVector</a>, <a class="el" href="class_resp_matrix.html" title="A representation of the matrix response functions. ">RespMatrix</a>, and <a class="el" href="class_decomp_vector.html" title="A representation of the vector of decomposition parameters that is passed into the decomposition as a...">DecompVector</a> check out the <a class="el" href="group___i_o.html">Input/Output Classes</a> module.</p>
 <p>To learn more about <a class="el" href="group___calculation.html#ga255b08dd193b8e7c84f69e1d8437f446">performDecomposition</a> check out the <a class="el" href="group___calculation.html">Decomposition Functions</a> module.</p>
+<h1><a class="anchor" id="sec_doc"></a>
+Documentation</h1>
+<p>Documentation is available in a few forms. For the full documenation of DecompLib's objects and functions please see the <a class="el" href="group___i_o.html">Input/Output Classes</a> and <a class="el" href="group___calculation.html">Decomposition Functions</a> modules. For more about usage of the algorithm itself and the potential alternative uses and pitfalls associated with it, see the second half of the technical report in the doc directory.</p>
 <h1><a class="anchor" id="sec_example"></a>
 Example</h1>
 <p>DecompLib contains a directory called Example. This directory contains a program demonstrating the usage of DecompLib as well as four utility functions to assist with the input and output to the example.</p>
diff --git a/docs/navtreedata.js b/docs/navtreedata.js
index f07685e..6e73313 100644
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@@ -7,6 +7,7 @@ var NAVTREE =
       [ "Install", "index.html#ssec_install", null ]
     ] ],
     [ "Usage", "index.html#sec_use", null ],
+    [ "Documentation", "index.html#sec_doc", null ],
     [ "Example", "index.html#sec_example", [
       [ "DecomposeSpectrum", "index.html#ssec_decompose", null ],
       [ "RootTh1ToCsv", "index.html#ssec_root1d", null ],
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