1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
|
<HTML>
<HEAD>
<TITLE>StatsHelpers.h Source File</TITLE>
<LINK HREF="doxygen.css" REL="stylesheet" TYPE="text/css">
<LINK HREF="style_ini.css" REL="stylesheet" TYPE="text/css">
</HEAD>
<BODY BGCOLOR="#FFFFFF">
<A href="index.html">Home</A> ·
<A href="classes.html">Classes</A> ·
<A href="annotated.html">Annotated Classes</A> ·
<A href="modules.html">Modules</A> ·
<A href="functions_func.html">Members</A> ·
<A href="namespaces.html">Namespaces</A> ·
<A href="pages.html">Related Pages</A>
<HR style="height:1px; border:none; border-top:1px solid #c0c0c0;">
<!-- Generated by Doxygen 1.8.5 -->
<div id="nav-path" class="navpath">
<ul>
<li class="navelem"><a class="el" href="dir_e770f0cf77e550adde3f44739ef529fe.html">include</a></li><li class="navelem"><a class="el" href="dir_6a63c4937d4da007e55fff5dcf71e0f8.html">OpenMS</a></li><li class="navelem"><a class="el" href="dir_330fe73d44ce641f33dd6036f80161a5.html">ANALYSIS</a></li><li class="navelem"><a class="el" href="dir_cebea83b16d377be32dcb02fb88342dd.html">OPENSWATH</a></li><li class="navelem"><a class="el" href="dir_196520b3448eb06b41492b7c96611130.html">OPENSWATHALGO</a></li><li class="navelem"><a class="el" href="dir_0003f9d042246912df87a6259aa0261b.html">ALGO</a></li> </ul>
</div>
</div><!-- top -->
<div class="header">
<div class="headertitle">
<div class="title">StatsHelpers.h</div> </div>
</div><!--header-->
<div class="contents">
<a href="StatsHelpers_8h.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno"> 1</span> <span class="comment">// --------------------------------------------------------------------------</span></div>
<div class="line"><a name="l00002"></a><span class="lineno"> 2</span> <span class="comment">// OpenMS -- Open-Source Mass Spectrometry</span></div>
<div class="line"><a name="l00003"></a><span class="lineno"> 3</span> <span class="comment">// --------------------------------------------------------------------------</span></div>
<div class="line"><a name="l00004"></a><span class="lineno"> 4</span> <span class="comment">// Copyright The OpenMS Team -- Eberhard Karls University Tuebingen,</span></div>
<div class="line"><a name="l00005"></a><span class="lineno"> 5</span> <span class="comment">// ETH Zurich, and Freie Universitaet Berlin 2002-2013.</span></div>
<div class="line"><a name="l00006"></a><span class="lineno"> 6</span> <span class="comment">//</span></div>
<div class="line"><a name="l00007"></a><span class="lineno"> 7</span> <span class="comment">// This software is released under a three-clause BSD license:</span></div>
<div class="line"><a name="l00008"></a><span class="lineno"> 8</span> <span class="comment">// * Redistributions of source code must retain the above copyright</span></div>
<div class="line"><a name="l00009"></a><span class="lineno"> 9</span> <span class="comment">// notice, this list of conditions and the following disclaimer.</span></div>
<div class="line"><a name="l00010"></a><span class="lineno"> 10</span> <span class="comment">// * Redistributions in binary form must reproduce the above copyright</span></div>
<div class="line"><a name="l00011"></a><span class="lineno"> 11</span> <span class="comment">// notice, this list of conditions and the following disclaimer in the</span></div>
<div class="line"><a name="l00012"></a><span class="lineno"> 12</span> <span class="comment">// documentation and/or other materials provided with the distribution.</span></div>
<div class="line"><a name="l00013"></a><span class="lineno"> 13</span> <span class="comment">// * Neither the name of any author or any participating institution</span></div>
<div class="line"><a name="l00014"></a><span class="lineno"> 14</span> <span class="comment">// may be used to endorse or promote products derived from this software</span></div>
<div class="line"><a name="l00015"></a><span class="lineno"> 15</span> <span class="comment">// without specific prior written permission.</span></div>
<div class="line"><a name="l00016"></a><span class="lineno"> 16</span> <span class="comment">// For a full list of authors, refer to the file AUTHORS.</span></div>
<div class="line"><a name="l00017"></a><span class="lineno"> 17</span> <span class="comment">// --------------------------------------------------------------------------</span></div>
<div class="line"><a name="l00018"></a><span class="lineno"> 18</span> <span class="comment">// THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"</span></div>
<div class="line"><a name="l00019"></a><span class="lineno"> 19</span> <span class="comment">// AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE</span></div>
<div class="line"><a name="l00020"></a><span class="lineno"> 20</span> <span class="comment">// IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE</span></div>
<div class="line"><a name="l00021"></a><span class="lineno"> 21</span> <span class="comment">// ARE DISCLAIMED. IN NO EVENT SHALL ANY OF THE AUTHORS OR THE CONTRIBUTING</span></div>
<div class="line"><a name="l00022"></a><span class="lineno"> 22</span> <span class="comment">// INSTITUTIONS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,</span></div>
<div class="line"><a name="l00023"></a><span class="lineno"> 23</span> <span class="comment">// EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,</span></div>
<div class="line"><a name="l00024"></a><span class="lineno"> 24</span> <span class="comment">// PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS;</span></div>
<div class="line"><a name="l00025"></a><span class="lineno"> 25</span> <span class="comment">// OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY,</span></div>
<div class="line"><a name="l00026"></a><span class="lineno"> 26</span> <span class="comment">// WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR</span></div>
<div class="line"><a name="l00027"></a><span class="lineno"> 27</span> <span class="comment">// OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF</span></div>
<div class="line"><a name="l00028"></a><span class="lineno"> 28</span> <span class="comment">// ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.</span></div>
<div class="line"><a name="l00029"></a><span class="lineno"> 29</span> <span class="comment">//</span></div>
<div class="line"><a name="l00030"></a><span class="lineno"> 30</span> <span class="comment">// --------------------------------------------------------------------------</span></div>
<div class="line"><a name="l00031"></a><span class="lineno"> 31</span> <span class="comment">// $Maintainer: Witold Wolski $</span></div>
<div class="line"><a name="l00032"></a><span class="lineno"> 32</span> <span class="comment">// $Authors: Witold Wolski $</span></div>
<div class="line"><a name="l00033"></a><span class="lineno"> 33</span> <span class="comment">// --------------------------------------------------------------------------</span></div>
<div class="line"><a name="l00034"></a><span class="lineno"> 34</span> </div>
<div class="line"><a name="l00035"></a><span class="lineno"> 35</span> <span class="preprocessor">#ifndef OPENMS_ANALYSIS_OPENSWATH_OPENSWATHALGO_ALGO_STATSHELPERS_H</span></div>
<div class="line"><a name="l00036"></a><span class="lineno"> 36</span> <span class="preprocessor"></span><span class="preprocessor">#define OPENMS_ANALYSIS_OPENSWATH_OPENSWATHALGO_ALGO_STATSHELPERS_H</span></div>
<div class="line"><a name="l00037"></a><span class="lineno"> 37</span> <span class="preprocessor"></span></div>
<div class="line"><a name="l00038"></a><span class="lineno"> 38</span> <span class="preprocessor">#include <cmath></span></div>
<div class="line"><a name="l00039"></a><span class="lineno"> 39</span> <span class="preprocessor">#include <vector></span></div>
<div class="line"><a name="l00040"></a><span class="lineno"> 40</span> <span class="preprocessor">#include <numeric></span></div>
<div class="line"><a name="l00041"></a><span class="lineno"> 41</span> <span class="preprocessor">#include <boost/bind.hpp></span></div>
<div class="line"><a name="l00042"></a><span class="lineno"> 42</span> <span class="preprocessor">#include <complex></span></div>
<div class="line"><a name="l00043"></a><span class="lineno"> 43</span> <span class="preprocessor">#include <algorithm></span></div>
<div class="line"><a name="l00044"></a><span class="lineno"> 44</span> <span class="preprocessor">#include <cmath></span></div>
<div class="line"><a name="l00045"></a><span class="lineno"> 45</span> </div>
<div class="line"><a name="l00046"></a><span class="lineno"> 46</span> <span class="preprocessor">#include <OpenMS/ANALYSIS/OPENSWATH/OPENSWATHALGO/OpenSwathAlgoConfig.h></span></div>
<div class="line"><a name="l00047"></a><span class="lineno"> 47</span> </div>
<div class="line"><a name="l00048"></a><span class="lineno"> 48</span> <span class="preprocessor">#include "<a class="code" href="ANALYSIS_2OPENSWATH_2OPENSWATHALGO_2DATAACCESS_2ISpectrumAccess_8h.html">OpenMS/ANALYSIS/OPENSWATH/OPENSWATHALGO/DATAACCESS/ISpectrumAccess.h</a>"</span></div>
<div class="line"><a name="l00049"></a><span class="lineno"> 49</span> </div>
<div class="line"><a name="l00050"></a><span class="lineno"> 50</span> <span class="keyword">namespace </span>OpenSwath</div>
<div class="line"><a name="l00051"></a><span class="lineno"> 51</span> {</div>
<div class="line"><a name="l00052"></a><span class="lineno"> 52</span> </div>
<div class="line"><a name="l00056"></a><span class="lineno"> 56</span>  OPENSWATHALGO_DLLAPI <span class="keywordtype">void</span> <a class="code" href="namespaceOpenSwath.html#a546b9a9117f4207e3cfc9ef2ea4aad3d">normalize</a>(<span class="keyword">const</span> std::vector<double>& intensities, <span class="keywordtype">double</span> normalization_factor, std::vector<double>& normalized_intensities);</div>
<div class="line"><a name="l00057"></a><span class="lineno"> 57</span> </div>
<div class="line"><a name="l00061"></a><span class="lineno"> 61</span>  <span class="keyword">template</span> <<span class="keyword">typename</span> T></div>
<div class="line"><a name="l00062"></a><span class="lineno"><a class="line" href="namespaceOpenSwath.html#ae0c53634415d6187fedbd4be63830087"> 62</a></span>  <span class="keywordtype">double</span> <a class="code" href="namespaceOpenSwath.html#ae0c53634415d6187fedbd4be63830087">norm</a>(T beg, T end)</div>
<div class="line"><a name="l00063"></a><span class="lineno"> 63</span>  {</div>
<div class="line"><a name="l00064"></a><span class="lineno"> 64</span>  <span class="keywordtype">double</span> res = 0.0;</div>
<div class="line"><a name="l00065"></a><span class="lineno"> 65</span>  <span class="keywordflow">for</span> (; beg != end; ++beg)</div>
<div class="line"><a name="l00066"></a><span class="lineno"> 66</span>  {</div>
<div class="line"><a name="l00067"></a><span class="lineno"> 67</span>  <span class="keywordtype">double</span> tmp = *beg;</div>
<div class="line"><a name="l00068"></a><span class="lineno"> 68</span>  res += tmp * tmp;</div>
<div class="line"><a name="l00069"></a><span class="lineno"> 69</span>  }</div>
<div class="line"><a name="l00070"></a><span class="lineno"> 70</span>  <span class="keywordflow">return</span> sqrt(res);</div>
<div class="line"><a name="l00071"></a><span class="lineno"> 71</span>  }</div>
<div class="line"><a name="l00072"></a><span class="lineno"> 72</span> </div>
<div class="line"><a name="l00073"></a><span class="lineno"><a class="line" href="structOpenSwath_1_1mySqrt.html"> 73</a></span>  <span class="keyword">struct </span><a class="code" href="structOpenSwath_1_1mySqrt.html">mySqrt</a> :</div>
<div class="line"><a name="l00074"></a><span class="lineno"> 74</span>  std::unary_function<double, double></div>
<div class="line"><a name="l00075"></a><span class="lineno"> 75</span>  {</div>
<div class="line"><a name="l00076"></a><span class="lineno"><a class="line" href="structOpenSwath_1_1mySqrt.html#a8b01f5831c9306311d6385888986bd70"> 76</a></span>  <span class="keywordtype">double</span> <a class="code" href="structOpenSwath_1_1mySqrt.html#a8b01f5831c9306311d6385888986bd70">operator()</a>(<span class="keywordtype">double</span> x)</div>
<div class="line"><a name="l00077"></a><span class="lineno"> 77</span>  {</div>
<div class="line"><a name="l00078"></a><span class="lineno"> 78</span>  <span class="keywordflow">return</span> sqrt(x);</div>
<div class="line"><a name="l00079"></a><span class="lineno"> 79</span>  }</div>
<div class="line"><a name="l00080"></a><span class="lineno"> 80</span> </div>
<div class="line"><a name="l00081"></a><span class="lineno"> 81</span>  };</div>
<div class="line"><a name="l00082"></a><span class="lineno"> 82</span> </div>
<div class="line"><a name="l00086"></a><span class="lineno"> 86</span>  <span class="keyword">template</span> <<span class="keyword">typename</span> Texp, <span class="keyword">typename</span> Ttheo></div>
<div class="line"><a name="l00087"></a><span class="lineno"><a class="line" href="namespaceOpenSwath.html#a76a519ac5bb7019920e196b06bd05638"> 87</a></span>  <span class="keywordtype">double</span> <a class="code" href="namespaceOpenSwath.html#a76a519ac5bb7019920e196b06bd05638">dotProd</a>(Texp intExpBeg, Texp intExpEnd, Ttheo intTheo)</div>
<div class="line"><a name="l00088"></a><span class="lineno"> 88</span>  {</div>
<div class="line"><a name="l00089"></a><span class="lineno"> 89</span>  std::vector<double> res(std::distance(intExpBeg, intExpEnd));</div>
<div class="line"><a name="l00090"></a><span class="lineno"> 90</span>  std::transform(intExpBeg, intExpEnd, intTheo, res.begin(), std::multiplies<double>());</div>
<div class="line"><a name="l00091"></a><span class="lineno"> 91</span>  <span class="keywordtype">double</span> <a class="code" href="group__MathFunctionsStatistics.html#ga55edf7ee469b3d635c367d9c83fe87f5">sum</a> = std::accumulate(res.begin(), res.end(), 0.);</div>
<div class="line"><a name="l00092"></a><span class="lineno"> 92</span>  <span class="keywordflow">return</span> <a class="code" href="group__MathFunctionsStatistics.html#ga55edf7ee469b3d635c367d9c83fe87f5">sum</a>;</div>
<div class="line"><a name="l00093"></a><span class="lineno"> 93</span>  }</div>
<div class="line"><a name="l00094"></a><span class="lineno"> 94</span> </div>
<div class="line"><a name="l00102"></a><span class="lineno"> 102</span>  OPENSWATHALGO_DLLAPI <span class="keywordtype">double</span> <a class="code" href="namespaceOpenSwath.html#a479125b149c88231a4e3a97d6a8c0576">dotprodScoring</a>(std::vector<double> intExp, std::vector<double> theorint);</div>
<div class="line"><a name="l00103"></a><span class="lineno"> 103</span> </div>
<div class="line"><a name="l00107"></a><span class="lineno"> 107</span>  <span class="keyword">template</span> <<span class="keyword">typename</span> Texp, <span class="keyword">typename</span> Ttheo></div>
<div class="line"><a name="l00108"></a><span class="lineno"><a class="line" href="namespaceOpenSwath.html#a12b1bfedf1d2ca756e964e5dcbdb3543"> 108</a></span>  <span class="keywordtype">double</span> <a class="code" href="namespaceOpenSwath.html#a12b1bfedf1d2ca756e964e5dcbdb3543">manhattanDist</a>(Texp itExpBeg, Texp itExpEnd, Ttheo itTheo)</div>
<div class="line"><a name="l00109"></a><span class="lineno"> 109</span>  {</div>
<div class="line"><a name="l00110"></a><span class="lineno"> 110</span>  <span class="keywordtype">double</span> <a class="code" href="group__MathFunctionsStatistics.html#ga55edf7ee469b3d635c367d9c83fe87f5">sum</a> = 0.0;</div>
<div class="line"><a name="l00111"></a><span class="lineno"> 111</span>  <span class="keywordflow">for</span> (std::size_t i = 0; itExpBeg < itExpEnd; ++itExpBeg, ++itTheo, ++i)</div>
<div class="line"><a name="l00112"></a><span class="lineno"> 112</span>  {</div>
<div class="line"><a name="l00113"></a><span class="lineno"> 113</span>  <span class="keywordtype">double</span> x = *itExpBeg - *itTheo;</div>
<div class="line"><a name="l00114"></a><span class="lineno"> 114</span>  x = fabs(x);</div>
<div class="line"><a name="l00115"></a><span class="lineno"> 115</span>  sum += x;</div>
<div class="line"><a name="l00116"></a><span class="lineno"> 116</span>  }</div>
<div class="line"><a name="l00117"></a><span class="lineno"> 117</span>  <span class="keywordflow">return</span> <a class="code" href="group__MathFunctionsStatistics.html#ga55edf7ee469b3d635c367d9c83fe87f5">sum</a>;</div>
<div class="line"><a name="l00118"></a><span class="lineno"> 118</span>  }</div>
<div class="line"><a name="l00119"></a><span class="lineno"> 119</span> </div>
<div class="line"><a name="l00127"></a><span class="lineno"> 127</span>  OPENSWATHALGO_DLLAPI <span class="keywordtype">double</span> <a class="code" href="namespaceOpenSwath.html#a98920f3dc70b731b6b95d0abd070c34a">manhattanScoring</a>(std::vector<double> intExp, std::vector<double> theorint);</div>
<div class="line"><a name="l00128"></a><span class="lineno"> 128</span> </div>
<div class="line"><a name="l00129"></a><span class="lineno"> 129</span> </div>
<div class="line"><a name="l00133"></a><span class="lineno"> 133</span>  <span class="keyword">template</span> <<span class="keyword">typename</span> TInputIterator, <span class="keyword">typename</span> TInputIteratorY></div>
<div class="line"><a name="l00134"></a><span class="lineno"><a class="line" href="namespaceOpenSwath.html#ae9723e227cff096670229c72f6a2865e"> 134</a></span>  <span class="keyword">typename</span> std::iterator_traits<TInputIterator>::value_type <a class="code" href="namespaceOpenSwath.html#ae9723e227cff096670229c72f6a2865e">cor_pearson</a>(</div>
<div class="line"><a name="l00135"></a><span class="lineno"> 135</span>  TInputIterator xBeg,</div>
<div class="line"><a name="l00136"></a><span class="lineno"> 136</span>  TInputIterator xEnd,</div>
<div class="line"><a name="l00137"></a><span class="lineno"> 137</span>  TInputIteratorY yBeg</div>
<div class="line"><a name="l00138"></a><span class="lineno"> 138</span>  )</div>
<div class="line"><a name="l00139"></a><span class="lineno"> 139</span>  {</div>
<div class="line"><a name="l00140"></a><span class="lineno"> 140</span>  <span class="keyword">typedef</span> <span class="keyword">typename</span> std::iterator_traits<TInputIterator>::value_type value_type;</div>
<div class="line"><a name="l00141"></a><span class="lineno"> 141</span>  value_type m1, m2;</div>
<div class="line"><a name="l00142"></a><span class="lineno"> 142</span>  value_type s1, s2;</div>
<div class="line"><a name="l00143"></a><span class="lineno"> 143</span>  value_type corr;</div>
<div class="line"><a name="l00144"></a><span class="lineno"> 144</span>  m1 = m2 = s1 = s2 = 0.0;</div>
<div class="line"><a name="l00145"></a><span class="lineno"> 145</span>  corr = 0.0;</div>
<div class="line"><a name="l00146"></a><span class="lineno"> 146</span>  ptrdiff_t n = std::distance(xBeg, xEnd);</div>
<div class="line"><a name="l00147"></a><span class="lineno"> 147</span>  value_type nd = <span class="keyword">static_cast<</span>value_type<span class="keyword">></span>(n);</div>
<div class="line"><a name="l00148"></a><span class="lineno"> 148</span>  <span class="keywordflow">for</span> (; xBeg != xEnd; ++xBeg, ++yBeg)</div>
<div class="line"><a name="l00149"></a><span class="lineno"> 149</span>  {</div>
<div class="line"><a name="l00150"></a><span class="lineno"> 150</span>  corr += *xBeg * *yBeg;</div>
<div class="line"><a name="l00151"></a><span class="lineno"> 151</span>  m1 += *xBeg;</div>
<div class="line"><a name="l00152"></a><span class="lineno"> 152</span>  m2 += *yBeg;</div>
<div class="line"><a name="l00153"></a><span class="lineno"> 153</span>  s1 += *xBeg * *xBeg;</div>
<div class="line"><a name="l00154"></a><span class="lineno"> 154</span>  s2 += *yBeg * *yBeg;</div>
<div class="line"><a name="l00155"></a><span class="lineno"> 155</span>  }</div>
<div class="line"><a name="l00156"></a><span class="lineno"> 156</span>  m1 /= nd;</div>
<div class="line"><a name="l00157"></a><span class="lineno"> 157</span>  m2 /= nd;</div>
<div class="line"><a name="l00158"></a><span class="lineno"> 158</span>  s1 -= m1 * m1 * nd;</div>
<div class="line"><a name="l00159"></a><span class="lineno"> 159</span>  s2 -= m2 * m2 * nd;</div>
<div class="line"><a name="l00160"></a><span class="lineno"> 160</span> </div>
<div class="line"><a name="l00161"></a><span class="lineno"> 161</span>  <span class="keywordflow">if</span> (s1 < 1.0e-12 || s2 < 1.0e-12)</div>
<div class="line"><a name="l00162"></a><span class="lineno"> 162</span>  <span class="keywordflow">return</span> 0.0;</div>
<div class="line"><a name="l00163"></a><span class="lineno"> 163</span>  <span class="keywordflow">else</span></div>
<div class="line"><a name="l00164"></a><span class="lineno"> 164</span>  {</div>
<div class="line"><a name="l00165"></a><span class="lineno"> 165</span>  corr -= m1 * m2 * (<a class="code" href="classdouble.html">double</a>)n;</div>
<div class="line"><a name="l00166"></a><span class="lineno"> 166</span>  corr /= sqrt(s1 * s2);</div>
<div class="line"><a name="l00167"></a><span class="lineno"> 167</span>  <span class="keywordflow">return</span> corr;</div>
<div class="line"><a name="l00168"></a><span class="lineno"> 168</span>  }</div>
<div class="line"><a name="l00169"></a><span class="lineno"> 169</span>  }</div>
<div class="line"><a name="l00170"></a><span class="lineno"> 170</span> </div>
<div class="line"><a name="l00174"></a><span class="lineno"><a class="line" href="classOpenSwath_1_1mean__and__stddev.html"> 174</a></span>  <span class="keyword">class </span>OPENSWATHALGO_DLLAPI <a class="code" href="classOpenSwath_1_1mean__and__stddev.html">mean_and_stddev</a></div>
<div class="line"><a name="l00175"></a><span class="lineno"> 175</span>  {</div>
<div class="line"><a name="l00176"></a><span class="lineno"><a class="line" href="classOpenSwath_1_1mean__and__stddev.html#aa1a5b8c948f80b8f9f4df5bf43a5ecad"> 176</a></span>  <span class="keywordtype">double</span> m_, <a class="code" href="classOpenSwath_1_1mean__and__stddev.html#aa1a5b8c948f80b8f9f4df5bf43a5ecad">q_</a>;</div>
<div class="line"><a name="l00177"></a><span class="lineno"><a class="line" href="classOpenSwath_1_1mean__and__stddev.html#a511ed50c3f82fc2c89b66c39cbacbc87"> 177</a></span>  <span class="keywordtype">unsigned</span> <span class="keywordtype">long</span> <a class="code" href="classOpenSwath_1_1mean__and__stddev.html#a511ed50c3f82fc2c89b66c39cbacbc87">c_</a>;</div>
<div class="line"><a name="l00178"></a><span class="lineno"> 178</span> <span class="keyword">public</span>:</div>
<div class="line"><a name="l00179"></a><span class="lineno"><a class="line" href="classOpenSwath_1_1mean__and__stddev.html#a32403829e9e5baa60c9fd58375e14842"> 179</a></span>  <span class="keyword">typedef</span> <span class="keywordtype">double</span> <a class="code" href="classdouble.html">argument_type</a>, <a class="code" href="classOpenSwath_1_1mean__and__stddev.html#a32403829e9e5baa60c9fd58375e14842">result_type</a>;</div>
<div class="line"><a name="l00180"></a><span class="lineno"><a class="line" href="classOpenSwath_1_1mean__and__stddev.html#a3c8624f8975c2f086b20d4db65a34e93"> 180</a></span>  <a class="code" href="classOpenSwath_1_1mean__and__stddev.html#a3c8624f8975c2f086b20d4db65a34e93">mean_and_stddev</a>() :</div>
<div class="line"><a name="l00181"></a><span class="lineno"> 181</span>  m_(0.0), q_(0.0), c_(0u)</div>
<div class="line"><a name="l00182"></a><span class="lineno"> 182</span>  {</div>
<div class="line"><a name="l00183"></a><span class="lineno"> 183</span>  }</div>
<div class="line"><a name="l00184"></a><span class="lineno"> 184</span> </div>
<div class="line"><a name="l00185"></a><span class="lineno"><a class="line" href="classOpenSwath_1_1mean__and__stddev.html#ae4eb0efbf43adb16dfd0519b87184225"> 185</a></span>  <span class="keywordtype">void</span> <a class="code" href="classOpenSwath_1_1mean__and__stddev.html#ae4eb0efbf43adb16dfd0519b87184225">operator()</a>(<span class="keywordtype">double</span> sample)</div>
<div class="line"><a name="l00186"></a><span class="lineno"> 186</span>  {</div>
<div class="line"><a name="l00187"></a><span class="lineno"> 187</span>  <span class="keywordtype">double</span> <span class="keyword">const</span> delta = sample - m_;</div>
<div class="line"><a name="l00188"></a><span class="lineno"> 188</span>  m_ += delta / ++c_;</div>
<div class="line"><a name="l00189"></a><span class="lineno"> 189</span>  q_ += delta * (sample - m_);</div>
<div class="line"><a name="l00190"></a><span class="lineno"> 190</span>  }</div>
<div class="line"><a name="l00191"></a><span class="lineno"> 191</span> </div>
<div class="line"><a name="l00192"></a><span class="lineno"><a class="line" href="classOpenSwath_1_1mean__and__stddev.html#a83d588b08707b51ef0f5ce28e87458fd"> 192</a></span>  <span class="keywordtype">double</span> <a class="code" href="classOpenSwath_1_1mean__and__stddev.html#a83d588b08707b51ef0f5ce28e87458fd">sample_variance</a>()<span class="keyword"> const</span></div>
<div class="line"><a name="l00193"></a><span class="lineno"> 193</span> <span class="keyword"> </span>{</div>
<div class="line"><a name="l00194"></a><span class="lineno"> 194</span>  <span class="keywordflow">return</span> (c_ > 1u) ? (q_ / (c_ - 1)) : 0;</div>
<div class="line"><a name="l00195"></a><span class="lineno"> 195</span>  }</div>
<div class="line"><a name="l00196"></a><span class="lineno"> 196</span> </div>
<div class="line"><a name="l00197"></a><span class="lineno"><a class="line" href="classOpenSwath_1_1mean__and__stddev.html#a23177d026786da65c16cf53dde1dccdf"> 197</a></span>  <span class="keywordtype">double</span> <a class="code" href="classOpenSwath_1_1mean__and__stddev.html#a23177d026786da65c16cf53dde1dccdf">standard_variance</a>()<span class="keyword"> const</span></div>
<div class="line"><a name="l00198"></a><span class="lineno"> 198</span> <span class="keyword"> </span>{</div>
<div class="line"><a name="l00199"></a><span class="lineno"> 199</span>  <span class="keywordflow">return</span> (c_ > 1u) ? (q_ / c_) : 0;</div>
<div class="line"><a name="l00200"></a><span class="lineno"> 200</span>  }</div>
<div class="line"><a name="l00201"></a><span class="lineno"> 201</span> </div>
<div class="line"><a name="l00202"></a><span class="lineno"><a class="line" href="classOpenSwath_1_1mean__and__stddev.html#a6cafc108f630a861bf156b0627e95325"> 202</a></span>  <span class="keywordtype">double</span> <a class="code" href="classOpenSwath_1_1mean__and__stddev.html#a6cafc108f630a861bf156b0627e95325">sample_stddev</a>()<span class="keyword"> const</span></div>
<div class="line"><a name="l00203"></a><span class="lineno"> 203</span> <span class="keyword"> </span>{</div>
<div class="line"><a name="l00204"></a><span class="lineno"> 204</span>  <span class="keywordflow">return</span> std::sqrt(sample_variance());</div>
<div class="line"><a name="l00205"></a><span class="lineno"> 205</span>  }</div>
<div class="line"><a name="l00206"></a><span class="lineno"> 206</span> </div>
<div class="line"><a name="l00207"></a><span class="lineno"><a class="line" href="classOpenSwath_1_1mean__and__stddev.html#a572505563eb12c8803cf887f732ef6c3"> 207</a></span>  <span class="keywordtype">double</span> <a class="code" href="classOpenSwath_1_1mean__and__stddev.html#a572505563eb12c8803cf887f732ef6c3">standard_stddev</a>()<span class="keyword"> const</span></div>
<div class="line"><a name="l00208"></a><span class="lineno"> 208</span> <span class="keyword"> </span>{</div>
<div class="line"><a name="l00209"></a><span class="lineno"> 209</span>  <span class="keywordflow">return</span> std::sqrt(standard_variance());</div>
<div class="line"><a name="l00210"></a><span class="lineno"> 210</span>  }</div>
<div class="line"><a name="l00211"></a><span class="lineno"> 211</span> </div>
<div class="line"><a name="l00212"></a><span class="lineno"><a class="line" href="classOpenSwath_1_1mean__and__stddev.html#a9921c567694a5f661302230feffb76d1"> 212</a></span>  <span class="keywordtype">double</span> <a class="code" href="classOpenSwath_1_1mean__and__stddev.html#a9921c567694a5f661302230feffb76d1">mean</a>()<span class="keyword"> const</span></div>
<div class="line"><a name="l00213"></a><span class="lineno"> 213</span> <span class="keyword"> </span>{</div>
<div class="line"><a name="l00214"></a><span class="lineno"> 214</span>  <span class="keywordflow">return</span> m_;</div>
<div class="line"><a name="l00215"></a><span class="lineno"> 215</span>  }</div>
<div class="line"><a name="l00216"></a><span class="lineno"> 216</span> </div>
<div class="line"><a name="l00217"></a><span class="lineno"><a class="line" href="classOpenSwath_1_1mean__and__stddev.html#ad9eb3c6cef0ec1d7873fc9658d9cf344"> 217</a></span>  <span class="keywordtype">unsigned</span> <span class="keywordtype">long</span> <a class="code" href="classOpenSwath_1_1mean__and__stddev.html#ad9eb3c6cef0ec1d7873fc9658d9cf344">count</a>()<span class="keyword"> const</span></div>
<div class="line"><a name="l00218"></a><span class="lineno"> 218</span> <span class="keyword"> </span>{</div>
<div class="line"><a name="l00219"></a><span class="lineno"> 219</span>  <span class="keywordflow">return</span> c_;</div>
<div class="line"><a name="l00220"></a><span class="lineno"> 220</span>  }</div>
<div class="line"><a name="l00221"></a><span class="lineno"> 221</span> </div>
<div class="line"><a name="l00222"></a><span class="lineno"><a class="line" href="classOpenSwath_1_1mean__and__stddev.html#a8ca2b77cf0a83e10d4dab0f029c8e526"> 222</a></span>  <span class="keywordtype">double</span> <a class="code" href="classOpenSwath_1_1mean__and__stddev.html#a8ca2b77cf0a83e10d4dab0f029c8e526">variance</a>()<span class="keyword"> const</span></div>
<div class="line"><a name="l00223"></a><span class="lineno"> 223</span> <span class="keyword"> </span>{</div>
<div class="line"><a name="l00224"></a><span class="lineno"> 224</span>  <span class="keywordflow">return</span> sample_variance();</div>
<div class="line"><a name="l00225"></a><span class="lineno"> 225</span>  }</div>
<div class="line"><a name="l00226"></a><span class="lineno"> 226</span> </div>
<div class="line"><a name="l00227"></a><span class="lineno"><a class="line" href="classOpenSwath_1_1mean__and__stddev.html#a4b46e55bb8bb93edaa8e5741177666ff"> 227</a></span>  <span class="keywordtype">double</span> <a class="code" href="classOpenSwath_1_1mean__and__stddev.html#a4b46e55bb8bb93edaa8e5741177666ff">stddev</a>()<span class="keyword"> const</span></div>
<div class="line"><a name="l00228"></a><span class="lineno"> 228</span> <span class="keyword"> </span>{</div>
<div class="line"><a name="l00229"></a><span class="lineno"> 229</span>  <span class="keywordflow">return</span> sample_stddev();</div>
<div class="line"><a name="l00230"></a><span class="lineno"> 230</span>  }</div>
<div class="line"><a name="l00231"></a><span class="lineno"> 231</span> </div>
<div class="line"><a name="l00232"></a><span class="lineno"><a class="line" href="classOpenSwath_1_1mean__and__stddev.html#a8f9baeb5887be0f2b51bacc41dc1964f"> 232</a></span>  <span class="keywordtype">double</span> <a class="code" href="classOpenSwath_1_1mean__and__stddev.html#a8f9baeb5887be0f2b51bacc41dc1964f">operator()</a>()<span class="keyword"> const</span></div>
<div class="line"><a name="l00233"></a><span class="lineno"> 233</span> <span class="keyword"> </span>{</div>
<div class="line"><a name="l00234"></a><span class="lineno"> 234</span>  <span class="keywordflow">return</span> stddev();</div>
<div class="line"><a name="l00235"></a><span class="lineno"> 235</span>  }</div>
<div class="line"><a name="l00236"></a><span class="lineno"> 236</span> </div>
<div class="line"><a name="l00237"></a><span class="lineno"> 237</span>  };</div>
<div class="line"><a name="l00238"></a><span class="lineno"> 238</span> </div>
<div class="line"><a name="l00239"></a><span class="lineno"> 239</span> } <span class="comment">//end namespace OpenSwath</span></div>
<div class="line"><a name="l00240"></a><span class="lineno"> 240</span> </div>
<div class="line"><a name="l00241"></a><span class="lineno"> 241</span> <span class="preprocessor">#endif // OPENMS_ANALYSIS_OPENSWATH_OPENSWATHALGO_ALGO_STATSHELPERS_H</span></div>
<div class="ttc" id="namespaceOpenSwath_html_a12b1bfedf1d2ca756e964e5dcbdb3543"><div class="ttname"><a href="namespaceOpenSwath.html#a12b1bfedf1d2ca756e964e5dcbdb3543">OpenSwath::manhattanDist</a></div><div class="ttdeci">double manhattanDist(Texp itExpBeg, Texp itExpEnd, Ttheo itTheo)</div><div class="ttdoc">compute manhattan distance between Exp and Theo </div><div class="ttdef"><b>Definition:</b> StatsHelpers.h:108</div></div>
<div class="ttc" id="namespaceOpenSwath_html_a98920f3dc70b731b6b95d0abd070c34a"><div class="ttname"><a href="namespaceOpenSwath.html#a98920f3dc70b731b6b95d0abd070c34a">OpenSwath::manhattanScoring</a></div><div class="ttdeci">OPENSWATHALGO_DLLAPI double manhattanScoring(std::vector< double > intExp, std::vector< double > theorint)</div><div class="ttdoc">manhattan scoring </div></div>
<div class="ttc" id="group__MathFunctionsStatistics_html_ga55edf7ee469b3d635c367d9c83fe87f5"><div class="ttname"><a href="group__MathFunctionsStatistics.html#ga55edf7ee469b3d635c367d9c83fe87f5">OpenMS::Math::sum</a></div><div class="ttdeci">static DoubleReal sum(IteratorType begin, IteratorType end)</div><div class="ttdoc">Calculates the sum of a range of values. </div><div class="ttdef"><b>Definition:</b> StatisticFunctions.h:56</div></div>
<div class="ttc" id="classOpenSwath_1_1mean__and__stddev_html_a83d588b08707b51ef0f5ce28e87458fd"><div class="ttname"><a href="classOpenSwath_1_1mean__and__stddev.html#a83d588b08707b51ef0f5ce28e87458fd">OpenSwath::mean_and_stddev::sample_variance</a></div><div class="ttdeci">double sample_variance() const </div><div class="ttdef"><b>Definition:</b> StatsHelpers.h:192</div></div>
<div class="ttc" id="namespaceOpenSwath_html_a479125b149c88231a4e3a97d6a8c0576"><div class="ttname"><a href="namespaceOpenSwath.html#a479125b149c88231a4e3a97d6a8c0576">OpenSwath::dotprodScoring</a></div><div class="ttdeci">OPENSWATHALGO_DLLAPI double dotprodScoring(std::vector< double > intExp, std::vector< double > theorint)</div><div class="ttdoc">the dot product scoring </div></div>
<div class="ttc" id="classOpenSwath_1_1mean__and__stddev_html_ae4eb0efbf43adb16dfd0519b87184225"><div class="ttname"><a href="classOpenSwath_1_1mean__and__stddev.html#ae4eb0efbf43adb16dfd0519b87184225">OpenSwath::mean_and_stddev::operator()</a></div><div class="ttdeci">void operator()(double sample)</div><div class="ttdef"><b>Definition:</b> StatsHelpers.h:185</div></div>
<div class="ttc" id="classdouble_html"><div class="ttname"><a href="classdouble.html">double</a></div></div>
<div class="ttc" id="classOpenSwath_1_1mean__and__stddev_html_a9921c567694a5f661302230feffb76d1"><div class="ttname"><a href="classOpenSwath_1_1mean__and__stddev.html#a9921c567694a5f661302230feffb76d1">OpenSwath::mean_and_stddev::mean</a></div><div class="ttdeci">double mean() const </div><div class="ttdef"><b>Definition:</b> StatsHelpers.h:212</div></div>
<div class="ttc" id="namespaceOpenSwath_html_a546b9a9117f4207e3cfc9ef2ea4aad3d"><div class="ttname"><a href="namespaceOpenSwath.html#a546b9a9117f4207e3cfc9ef2ea4aad3d">OpenSwath::normalize</a></div><div class="ttdeci">OPENSWATHALGO_DLLAPI void normalize(const std::vector< double > &intensities, double normalization_factor, std::vector< double > &normalized_intensities)</div><div class="ttdoc">Normalize intensities in vector by normalization_factor. </div></div>
<div class="ttc" id="classOpenSwath_1_1mean__and__stddev_html_a511ed50c3f82fc2c89b66c39cbacbc87"><div class="ttname"><a href="classOpenSwath_1_1mean__and__stddev.html#a511ed50c3f82fc2c89b66c39cbacbc87">OpenSwath::mean_and_stddev::c_</a></div><div class="ttdeci">unsigned long c_</div><div class="ttdef"><b>Definition:</b> StatsHelpers.h:177</div></div>
<div class="ttc" id="classOpenSwath_1_1mean__and__stddev_html_a8ca2b77cf0a83e10d4dab0f029c8e526"><div class="ttname"><a href="classOpenSwath_1_1mean__and__stddev.html#a8ca2b77cf0a83e10d4dab0f029c8e526">OpenSwath::mean_and_stddev::variance</a></div><div class="ttdeci">double variance() const </div><div class="ttdef"><b>Definition:</b> StatsHelpers.h:222</div></div>
<div class="ttc" id="classOpenSwath_1_1mean__and__stddev_html_ad9eb3c6cef0ec1d7873fc9658d9cf344"><div class="ttname"><a href="classOpenSwath_1_1mean__and__stddev.html#ad9eb3c6cef0ec1d7873fc9658d9cf344">OpenSwath::mean_and_stddev::count</a></div><div class="ttdeci">unsigned long count() const </div><div class="ttdef"><b>Definition:</b> StatsHelpers.h:217</div></div>
<div class="ttc" id="classOpenSwath_1_1mean__and__stddev_html_a3c8624f8975c2f086b20d4db65a34e93"><div class="ttname"><a href="classOpenSwath_1_1mean__and__stddev.html#a3c8624f8975c2f086b20d4db65a34e93">OpenSwath::mean_and_stddev::mean_and_stddev</a></div><div class="ttdeci">mean_and_stddev()</div><div class="ttdef"><b>Definition:</b> StatsHelpers.h:180</div></div>
<div class="ttc" id="classOpenSwath_1_1mean__and__stddev_html_aa1a5b8c948f80b8f9f4df5bf43a5ecad"><div class="ttname"><a href="classOpenSwath_1_1mean__and__stddev.html#aa1a5b8c948f80b8f9f4df5bf43a5ecad">OpenSwath::mean_and_stddev::q_</a></div><div class="ttdeci">double q_</div><div class="ttdef"><b>Definition:</b> StatsHelpers.h:176</div></div>
<div class="ttc" id="classOpenSwath_1_1mean__and__stddev_html_a6cafc108f630a861bf156b0627e95325"><div class="ttname"><a href="classOpenSwath_1_1mean__and__stddev.html#a6cafc108f630a861bf156b0627e95325">OpenSwath::mean_and_stddev::sample_stddev</a></div><div class="ttdeci">double sample_stddev() const </div><div class="ttdef"><b>Definition:</b> StatsHelpers.h:202</div></div>
<div class="ttc" id="structOpenSwath_1_1mySqrt_html"><div class="ttname"><a href="structOpenSwath_1_1mySqrt.html">OpenSwath::mySqrt</a></div><div class="ttdef"><b>Definition:</b> StatsHelpers.h:73</div></div>
<div class="ttc" id="classOpenSwath_1_1mean__and__stddev_html_a572505563eb12c8803cf887f732ef6c3"><div class="ttname"><a href="classOpenSwath_1_1mean__and__stddev.html#a572505563eb12c8803cf887f732ef6c3">OpenSwath::mean_and_stddev::standard_stddev</a></div><div class="ttdeci">double standard_stddev() const </div><div class="ttdef"><b>Definition:</b> StatsHelpers.h:207</div></div>
<div class="ttc" id="classOpenSwath_1_1mean__and__stddev_html_a4b46e55bb8bb93edaa8e5741177666ff"><div class="ttname"><a href="classOpenSwath_1_1mean__and__stddev.html#a4b46e55bb8bb93edaa8e5741177666ff">OpenSwath::mean_and_stddev::stddev</a></div><div class="ttdeci">double stddev() const </div><div class="ttdef"><b>Definition:</b> StatsHelpers.h:227</div></div>
<div class="ttc" id="classOpenSwath_1_1mean__and__stddev_html"><div class="ttname"><a href="classOpenSwath_1_1mean__and__stddev.html">OpenSwath::mean_and_stddev</a></div><div class="ttdoc">functor to compute the mean and stddev of sequence using the std::foreach algorithm ...</div><div class="ttdef"><b>Definition:</b> StatsHelpers.h:174</div></div>
<div class="ttc" id="namespaceOpenSwath_html_ae9723e227cff096670229c72f6a2865e"><div class="ttname"><a href="namespaceOpenSwath.html#ae9723e227cff096670229c72f6a2865e">OpenSwath::cor_pearson</a></div><div class="ttdeci">std::iterator_traits< TInputIterator >::value_type cor_pearson(TInputIterator xBeg, TInputIterator xEnd, TInputIteratorY yBeg)</div><div class="ttdoc">compute prearson correlation of vector x and y </div><div class="ttdef"><b>Definition:</b> StatsHelpers.h:134</div></div>
<div class="ttc" id="classOpenSwath_1_1mean__and__stddev_html_a23177d026786da65c16cf53dde1dccdf"><div class="ttname"><a href="classOpenSwath_1_1mean__and__stddev.html#a23177d026786da65c16cf53dde1dccdf">OpenSwath::mean_and_stddev::standard_variance</a></div><div class="ttdeci">double standard_variance() const </div><div class="ttdef"><b>Definition:</b> StatsHelpers.h:197</div></div>
<div class="ttc" id="namespaceOpenSwath_html_ae0c53634415d6187fedbd4be63830087"><div class="ttname"><a href="namespaceOpenSwath.html#ae0c53634415d6187fedbd4be63830087">OpenSwath::norm</a></div><div class="ttdeci">double norm(T beg, T end)</div><div class="ttdoc">compute the norm of the vector </div><div class="ttdef"><b>Definition:</b> StatsHelpers.h:62</div></div>
<div class="ttc" id="namespaceOpenSwath_html_a76a519ac5bb7019920e196b06bd05638"><div class="ttname"><a href="namespaceOpenSwath.html#a76a519ac5bb7019920e196b06bd05638">OpenSwath::dotProd</a></div><div class="ttdeci">double dotProd(Texp intExpBeg, Texp intExpEnd, Ttheo intTheo)</div><div class="ttdoc">compute dotprod of vecotrs </div><div class="ttdef"><b>Definition:</b> StatsHelpers.h:87</div></div>
<div class="ttc" id="ANALYSIS_2OPENSWATH_2OPENSWATHALGO_2DATAACCESS_2ISpectrumAccess_8h_html"><div class="ttname"><a href="ANALYSIS_2OPENSWATH_2OPENSWATHALGO_2DATAACCESS_2ISpectrumAccess_8h.html">ISpectrumAccess.h</a></div></div>
<div class="ttc" id="classOpenSwath_1_1mean__and__stddev_html_a32403829e9e5baa60c9fd58375e14842"><div class="ttname"><a href="classOpenSwath_1_1mean__and__stddev.html#a32403829e9e5baa60c9fd58375e14842">OpenSwath::mean_and_stddev::result_type</a></div><div class="ttdeci">double result_type</div><div class="ttdef"><b>Definition:</b> StatsHelpers.h:179</div></div>
<div class="ttc" id="structOpenSwath_1_1mySqrt_html_a8b01f5831c9306311d6385888986bd70"><div class="ttname"><a href="structOpenSwath_1_1mySqrt.html#a8b01f5831c9306311d6385888986bd70">OpenSwath::mySqrt::operator()</a></div><div class="ttdeci">double operator()(double x)</div><div class="ttdef"><b>Definition:</b> StatsHelpers.h:76</div></div>
<div class="ttc" id="classOpenSwath_1_1mean__and__stddev_html_a8f9baeb5887be0f2b51bacc41dc1964f"><div class="ttname"><a href="classOpenSwath_1_1mean__and__stddev.html#a8f9baeb5887be0f2b51bacc41dc1964f">OpenSwath::mean_and_stddev::operator()</a></div><div class="ttdeci">double operator()() const </div><div class="ttdef"><b>Definition:</b> StatsHelpers.h:232</div></div>
</div><!-- fragment --></div><!-- contents -->
<HR style="height:1px; border:none; border-top:1px solid #c0c0c0;">
<TABLE width="100%" border="0">
<TR>
<TD><font color="#c0c0c0">OpenMS / TOPP release 1.11.1</font></TD>
<TD align="right"><font color="#c0c0c0">Documentation generated on Thu Nov 14 2013 11:19:21 using doxygen 1.8.5</font></TD>
</TR>
</TABLE>
</BODY>
</HTML>
|
