root/doc/xml/classmprod.xml @ 187

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  <compounddef id="classmprod" kind="class" prot="public">
    <compoundname>mprod</compoundname>
    <basecompoundref refid="classmpdf" prot="public" virt="non-virtual">mpdf</basecompoundref>
    <includes refid="emix_8h" local="no">emix.h</includes>
      <sectiondef kind="protected-attrib">
      <memberdef kind="variable" id="classmprod_17dcf1dde4a220f8c7b97ed987bff6c1f" prot="protected" static="no" mutable="no">
        <type>int</type>
        <definition>int mprod::n</definition>
        <argsstring></argsstring>
        <name>n</name>
        <briefdescription>
        </briefdescription>
        <detaileddescription>
        </detaileddescription>
        <inbodydescription>
        </inbodydescription>
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      </memberdef>
      <memberdef kind="variable" id="classmprod_10883ce383e8475546df138719918f70e" prot="protected" static="no" mutable="no">
        <type>Array&lt; <ref refid="classepdf" kindref="compound">epdf</ref> * &gt;</type>
        <definition>Array&lt;epdf*&gt; mprod::epdfs</definition>
        <argsstring></argsstring>
        <name>epdfs</name>
        <briefdescription>
        </briefdescription>
        <detaileddescription>
        </detaileddescription>
        <inbodydescription>
        </inbodydescription>
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      </memberdef>
      <memberdef kind="variable" id="classmprod_12389c7585ac5d0d79587625186818889" prot="protected" static="no" mutable="no">
        <type>Array&lt; <ref refid="classmpdf" kindref="compound">mpdf</ref> * &gt;</type>
        <definition>Array&lt;mpdf*&gt; mprod::mpdfs</definition>
        <argsstring></argsstring>
        <name>mpdfs</name>
        <briefdescription>
        </briefdescription>
        <detaileddescription>
        </detaileddescription>
        <inbodydescription>
        </inbodydescription>
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      </memberdef>
      <memberdef kind="variable" id="classmprod_1c8f78fbcdb4e38ecd3197d2958082497" prot="protected" static="no" mutable="no">
        <type>Array&lt; ivec &gt;</type>
        <definition>Array&lt;ivec&gt; mprod::rvinds</definition>
        <argsstring></argsstring>
        <name>rvinds</name>
        <briefdescription>
<para>Indeces of rvs in common rv. </para>        </briefdescription>
        <detaileddescription>
        </detaileddescription>
        <inbodydescription>
        </inbodydescription>
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        <referencedby refid="classmprod_1419b303581a91ad85200bdcb4b3186f4" compoundref="emix_8h" startline="90" endline="115">mprod</referencedby>
      </memberdef>
      <memberdef kind="variable" id="classmprod_11725c7b497a27ab3c4889b846666b516" prot="protected" static="no" mutable="no">
        <type>Array&lt; ivec &gt;</type>
        <definition>Array&lt;ivec&gt; mprod::rvcinrv</definition>
        <argsstring></argsstring>
        <name>rvcinrv</name>
        <briefdescription>
<para>Indeces of rvc in common rv. </para>        </briefdescription>
        <detaileddescription>
        </detaileddescription>
        <inbodydescription>
        </inbodydescription>
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        <referencedby refid="classmprod_1419b303581a91ad85200bdcb4b3186f4" compoundref="emix_8h" startline="90" endline="115">mprod</referencedby>
      </memberdef>
      <memberdef kind="variable" id="classmprod_1cc85192d8abc01832937ed8b62e363a6" prot="protected" static="no" mutable="no">
        <type>Array&lt; ivec &gt;</type>
        <definition>Array&lt;ivec&gt; mprod::rvcinds</definition>
        <argsstring></argsstring>
        <name>rvcinds</name>
        <briefdescription>
<para>Indeces of rvc in common rvc. </para>        </briefdescription>
        <detaileddescription>
        </detaileddescription>
        <inbodydescription>
        </inbodydescription>
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        <referencedby refid="classmprod_1419b303581a91ad85200bdcb4b3186f4" compoundref="emix_8h" startline="90" endline="115">mprod</referencedby>
      </memberdef>
      <memberdef kind="variable" id="classmprod_15f6431dc5f5ce8a817e0b2049f2a9eda" prot="protected" static="no" mutable="no">
        <type>bool</type>
        <definition>bool mprod::independent</definition>
        <argsstring></argsstring>
        <name>independent</name>
        <briefdescription>
<para>Indicate independence of its factors. </para>        </briefdescription>
        <detaileddescription>
        </detaileddescription>
        <inbodydescription>
        </inbodydescription>
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        <referencedby refid="classmprod_1419b303581a91ad85200bdcb4b3186f4" compoundref="emix_8h" startline="90" endline="115">mprod</referencedby>
      </memberdef>
      <memberdef kind="variable" id="classmpdf_1f6687c07ff07d47812dd565368ca59eb" prot="protected" static="no" mutable="no">
        <type><ref refid="classRV" kindref="compound">RV</ref></type>
        <definition>RV mpdf::rv</definition>
        <argsstring></argsstring>
        <name>rv</name>
        <briefdescription>
<para>modeled random variable </para>        </briefdescription>
        <detaileddescription>
        </detaileddescription>
        <inbodydescription>
        </inbodydescription>
        <location file="/home/smidl/work/git/mixpp/bdm/stat/libBM.h" line="174" bodyfile="/home/smidl/work/git/mixpp/bdm/stat/libBM.h" bodystart="174" bodyend="-1"/>
        <referencedby refid="classmpdf_11e71ad4c66d5884c82d4a3b06b42fe32" compoundref="libBM_8h" startline="208" endline="208">mpdf::_rv</referencedby>
        <referencedby refid="classmprod_1419b303581a91ad85200bdcb4b3186f4" compoundref="emix_8h" startline="90" endline="115">mprod</referencedby>
        <referencedby refid="classmlnorm_1215fb88cc8b95d64cdefd6849abdd1e8" compoundref="libEF_8h" startline="430" endline="444">mlnorm&lt; sq_T &gt;::samplecond</referencedby>
        <referencedby refid="classmpdf_10e37163660f93df2a4d723cedb1da89c" compoundref="libBM_8h" startline="188" endline="193">mpdf::samplecond</referencedby>
        <referencedby refid="classmlnorm_1b6749030c5d5abcb3eb6898f74cea3c0" compoundref="libEF_8h" startline="416" endline="419">mlnorm&lt; sq_T &gt;::set_parameters</referencedby>
        <referencedby refid="classmgamma_1a9d646cf758a70126dde7c48790b6e94" compoundref="libEF_8cpp" startline="108" endline="112">mgamma::set_parameters</referencedby>
      </memberdef>
      <memberdef kind="variable" id="classmpdf_1acb7dda792b3cd5576f39fa3129abbab" prot="protected" static="no" mutable="no">
        <type><ref refid="classRV" kindref="compound">RV</ref></type>
        <definition>RV mpdf::rvc</definition>
        <argsstring></argsstring>
        <name>rvc</name>
        <briefdescription>
<para>random variable in condition </para>        </briefdescription>
        <detaileddescription>
        </detaileddescription>
        <inbodydescription>
        </inbodydescription>
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        <referencedby refid="classmpdf_1ec9c850305984582548e8deb64f0ffe8" compoundref="libBM_8h" startline="206" endline="206">mpdf::_rvc</referencedby>
        <referencedby refid="classmprod_1419b303581a91ad85200bdcb4b3186f4" compoundref="emix_8h" startline="90" endline="115">mprod</referencedby>
      </memberdef>
      <memberdef kind="variable" id="classmpdf_17aa894208a32f3487827df6d5054424c" prot="protected" static="no" mutable="no">
        <type><ref refid="classepdf" kindref="compound">epdf</ref> *</type>
        <definition>epdf* mpdf::ep</definition>
        <argsstring></argsstring>
        <name>ep</name>
        <briefdescription>
<para>pointer to internal <ref refid="classepdf" kindref="compound">epdf</ref> </para>        </briefdescription>
        <detaileddescription>
        </detaileddescription>
        <inbodydescription>
        </inbodydescription>
        <location file="/home/smidl/work/git/mixpp/bdm/stat/libBM.h" line="178" bodyfile="/home/smidl/work/git/mixpp/bdm/stat/libBM.h" bodystart="178" bodyend="-1"/>
        <referencedby refid="classmpdf_1e17780ee5b2cfe05922a6c56af1462f8" compoundref="libBM_8h" startline="210" endline="210">mpdf::_epdf</referencedby>
        <referencedby refid="classmpdf_180b738ece5bd4f8c4edaee4b38906f91" compoundref="libBM_8h" startline="198" endline="198">mpdf::evalcond</referencedby>
        <referencedby refid="classmepdf_17ab1c50f0aa16230117436dee500f2e0" compoundref="libBM_8h" startline="220" endline="220">mepdf::mepdf</referencedby>
        <referencedby refid="classmlnorm_1f927203b3f31171c5c10ffc7caa797f5" compoundref="libEF_8h" startline="412" endline="413">mlnorm&lt; sq_T &gt;::mlnorm</referencedby>
        <referencedby refid="classmmix_16769a962f1f4d0ecc5b903b5f7d26ad3" compoundref="emix_8h" startline="178" endline="178">mmix::mmix</referencedby>
        <referencedby refid="classmpdf_13f172b79ec4a5ebc87898a5381141f1b" compoundref="libBM_8h" startline="184" endline="186">mpdf::samplecond</referencedby>
        <referencedby refid="classmgamma_1a9d646cf758a70126dde7c48790b6e94" compoundref="libEF_8cpp" startline="108" endline="112">mgamma::set_parameters</referencedby>
      </memberdef>
      </sectiondef>
      <sectiondef kind="public-func">
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        <type></type>
        <definition>mprod::mprod</definition>
        <argsstring>(Array&lt; mpdf * &gt; mFacs)</argsstring>
        <name>mprod</name>
        <param>
          <type>Array&lt; <ref refid="classmpdf" kindref="compound">mpdf</ref> * &gt;</type>
          <declname>mFacs</declname>
        </param>
        <briefdescription>
<para>Constructor from list of eFacs or list of mFacs. </para>        </briefdescription>
        <detaileddescription>
        </detaileddescription>
        <inbodydescription>
        </inbodydescription>
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        <references refid="classmpdf_11e71ad4c66d5884c82d4a3b06b42fe32" compoundref="libBM_8h" startline="208" endline="208">mpdf::_rv</references>
        <references refid="classRV_1935790526b630dec4ffefa9ec0c2b6fb" compoundref="libBM_8cpp" startline="51" endline="78">RV::add</references>
        <references refid="classmprod_15f6431dc5f5ce8a817e0b2049f2a9eda" compoundref="emix_8h" startline="85">independent</references>
        <references refid="classmpdf_1f6687c07ff07d47812dd565368ca59eb" compoundref="libBM_8h" startline="174">mpdf::rv</references>
        <references refid="classmpdf_1acb7dda792b3cd5576f39fa3129abbab" compoundref="libBM_8h" startline="176">mpdf::rvc</references>
        <references refid="classmprod_1cc85192d8abc01832937ed8b62e363a6" compoundref="emix_8h" startline="83">rvcinds</references>
        <references refid="classmprod_11725c7b497a27ab3c4889b846666b516" compoundref="emix_8h" startline="81">rvcinrv</references>
        <references refid="classmprod_1c8f78fbcdb4e38ecd3197d2958082497" compoundref="emix_8h" startline="79">rvinds</references>
      </memberdef>
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        <type>double</type>
        <definition>double mprod::evalpdflog</definition>
        <argsstring>(const vec &amp;val) const </argsstring>
        <name>evalpdflog</name>
        <param>
          <type>const vec &amp;</type>
          <declname>val</declname>
        </param>
        <briefdescription>
        </briefdescription>
        <detaileddescription>
        </detaileddescription>
        <inbodydescription>
        </inbodydescription>
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      </memberdef>
      <memberdef kind="function" id="classmprod_176d18dd4f16b361eaead17083237b532" prot="public" static="no" const="yes" explicit="no" inline="yes" virt="non-virtual">
        <type>vec</type>
        <definition>vec mprod::samplecond</definition>
        <argsstring>(const vec &amp;cond, vec &amp;ll) const </argsstring>
        <name>samplecond</name>
        <param>
          <type>const vec &amp;</type>
          <declname>cond</declname>
        </param>
        <param>
          <type>vec &amp;</type>
          <declname>ll</declname>
        </param>
        <briefdescription>
        </briefdescription>
        <detaileddescription>
        </detaileddescription>
        <inbodydescription>
        </inbodydescription>
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      </memberdef>
      <memberdef kind="function" id="classmprod_1440d0417700482af46a950ba6955e6d5" prot="public" static="no" const="no" explicit="no" inline="yes" virt="non-virtual">
        <type></type>
        <definition>mprod::~mprod</definition>
        <argsstring>()</argsstring>
        <name>~mprod</name>
        <briefdescription>
        </briefdescription>
        <detaileddescription>
        </detaileddescription>
        <inbodydescription>
        </inbodydescription>
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      </memberdef>
      <memberdef kind="function" id="classmpdf_13f172b79ec4a5ebc87898a5381141f1b" prot="public" static="no" const="no" explicit="no" inline="yes" virt="virtual">
        <type>vec</type>
        <definition>virtual vec mpdf::samplecond</definition>
        <argsstring>(const vec &amp;cond, double &amp;ll)</argsstring>
        <name>samplecond</name>
        <param>
          <type>const vec &amp;</type>
          <declname>cond</declname>
        </param>
        <param>
          <type>double &amp;</type>
          <declname>ll</declname>
        </param>
        <briefdescription>
<para>Returns the required moment of the <ref refid="classepdf" kindref="compound">epdf</ref>. </para>        </briefdescription>
        <detaileddescription>
<para>Returns a sample from the density conditioned on <computeroutput>cond</computeroutput>, <formula id="10">$x \sim epdf(rv|cond)$</formula>. <parameterlist kind="param"><parameteritem>
<parameternamelist>
<parametername>cond</parametername>
</parameternamelist>
<parameterdescription>
<para>is numeric value of <computeroutput>rv</computeroutput> </para></parameterdescription>
</parameteritem>
<parameteritem>
<parameternamelist>
<parametername>ll</parametername>
</parameternamelist>
<parameterdescription>
<para>is a return value of log-likelihood of the sample. </para></parameterdescription>
</parameteritem>
</parameterlist>
</para>        </detaileddescription>
        <inbodydescription>
        </inbodydescription>
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        <references refid="classmpdf_10f95a0cc6ab40611f46804682446ed83" compoundref="libBM_8h" startline="195" endline="195">mpdf::condition</references>
        <references refid="classmpdf_17aa894208a32f3487827df6d5054424c" compoundref="libBM_8h" startline="178">mpdf::ep</references>
        <references refid="classepdf_16aef3eca74899692503769c18add1a4c">epdf::evalpdflog</references>
        <references refid="classepdf_18019654e494bf5e458f6fb947e11b262">epdf::sample</references>
        <referencedby refid="classMPF_155daf8e4b6553dd9f47c692de7931623" compoundref="libPF_8h" startline="137" endline="205">MPF&lt; BM_T &gt;::bayes</referencedby>
        <referencedby refid="classPF_164f636bbd63bea9efd778214e6b631d3" compoundref="libPF_8cpp" startline="7" endline="33">PF::bayes</referencedby>
      </memberdef>
      <memberdef kind="function" id="classmpdf_10e37163660f93df2a4d723cedb1da89c" prot="public" static="no" const="no" explicit="no" inline="yes" virt="virtual">
        <type>mat</type>
        <definition>virtual mat mpdf::samplecond</definition>
        <argsstring>(const vec &amp;cond, vec &amp;ll, int N)</argsstring>
        <name>samplecond</name>
        <param>
          <type>const vec &amp;</type>
          <declname>cond</declname>
        </param>
        <param>
          <type>vec &amp;</type>
          <declname>ll</declname>
        </param>
        <param>
          <type>int</type>
          <declname>N</declname>
        </param>
        <briefdescription>
<para>Returns. </para>        </briefdescription>
        <detaileddescription>
<para><parameterlist kind="param"><parameteritem>
<parameternamelist>
<parametername>N</parametername>
</parameternamelist>
<parameterdescription>
<para>samples from the density conditioned on <computeroutput>cond</computeroutput>, <formula id="10">$x \sim epdf(rv|cond)$</formula>. </para></parameterdescription>
</parameteritem>
<parameteritem>
<parameternamelist>
<parametername>cond</parametername>
</parameternamelist>
<parameterdescription>
<para>is numeric value of <computeroutput>rv</computeroutput> </para></parameterdescription>
</parameteritem>
<parameteritem>
<parameternamelist>
<parametername>ll</parametername>
</parameternamelist>
<parameterdescription>
<para>is a return value of log-likelihood of the sample. </para></parameterdescription>
</parameteritem>
</parameterlist>
</para>        </detaileddescription>
        <inbodydescription>
        </inbodydescription>
        <location file="/home/smidl/work/git/mixpp/bdm/stat/libBM.h" line="188" bodyfile="/home/smidl/work/git/mixpp/bdm/stat/libBM.h" bodystart="188" bodyend="193"/>
        <references refid="classmpdf_10f95a0cc6ab40611f46804682446ed83" compoundref="libBM_8h" startline="195" endline="195">mpdf::condition</references>
        <references refid="classRV_1f5c7b8bd589eef09ccdf3329a0addea0" compoundref="libBM_8h" startline="69" endline="69">RV::count</references>
        <references refid="classmpdf_17aa894208a32f3487827df6d5054424c" compoundref="libBM_8h" startline="178">mpdf::ep</references>
        <references refid="classepdf_16aef3eca74899692503769c18add1a4c">epdf::evalpdflog</references>
        <references refid="classmpdf_1f6687c07ff07d47812dd565368ca59eb" compoundref="libBM_8h" startline="174">mpdf::rv</references>
        <references refid="classepdf_18019654e494bf5e458f6fb947e11b262">epdf::sample</references>
      </memberdef>
      <memberdef kind="function" id="classmpdf_10f95a0cc6ab40611f46804682446ed83" prot="public" static="no" const="no" explicit="no" inline="yes" virt="virtual">
        <type>void</type>
        <definition>virtual void mpdf::condition</definition>
        <argsstring>(const vec &amp;cond)</argsstring>
        <name>condition</name>
        <reimplementedby refid="classmgamma__fix_16ea3931eec7b7da7b693e45981052460">condition</reimplementedby>
        <reimplementedby refid="classmgamma_1a61094c9f7a2d64ea77b130cbc031f97">condition</reimplementedby>
        <reimplementedby refid="classmmix_11a66629ec5c2b6f4740606cf737f0193">condition</reimplementedby>
        <param>
          <type>const vec &amp;</type>
          <declname>cond</declname>
        </param>
        <briefdescription>
<para>Update <computeroutput>ep</computeroutput> so that it represents this <ref refid="classmpdf" kindref="compound">mpdf</ref> conditioned on <computeroutput>rvc</computeroutput> = cond. </para>        </briefdescription>
        <detaileddescription>
        </detaileddescription>
        <inbodydescription>
        </inbodydescription>
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        <referencedby refid="classmpdf_180b738ece5bd4f8c4edaee4b38906f91" compoundref="libBM_8h" startline="198" endline="198">mpdf::evalcond</referencedby>
        <referencedby refid="classmpdf_13f172b79ec4a5ebc87898a5381141f1b" compoundref="libBM_8h" startline="184" endline="186">mpdf::samplecond</referencedby>
      </memberdef>
      <memberdef kind="function" id="classmpdf_180b738ece5bd4f8c4edaee4b38906f91" prot="public" static="no" const="no" explicit="no" inline="yes" virt="virtual">
        <type>double</type>
        <definition>virtual double mpdf::evalcond</definition>
        <argsstring>(const vec &amp;dt, const vec &amp;cond)</argsstring>
        <name>evalcond</name>
        <param>
          <type>const vec &amp;</type>
          <declname>dt</declname>
        </param>
        <param>
          <type>const vec &amp;</type>
          <declname>cond</declname>
        </param>
        <briefdescription>
<para>Shortcut for conditioning and evaluation of the internal <ref refid="classepdf" kindref="compound">epdf</ref>. In some cases, this operation can be implemented efficiently. </para>        </briefdescription>
        <detaileddescription>
        </detaileddescription>
        <inbodydescription>
        </inbodydescription>
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        <references refid="classmpdf_17aa894208a32f3487827df6d5054424c" compoundref="libBM_8h" startline="178">mpdf::ep</references>
        <references refid="classepdf_13ea597362e11a0040fe7c990269d072c" compoundref="libBM_8h" startline="153" endline="153">epdf::eval</references>
        <referencedby refid="classPF_164f636bbd63bea9efd778214e6b631d3" compoundref="libPF_8cpp" startline="7" endline="33">PF::bayes</referencedby>
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        <type><ref refid="classRV" kindref="compound">RV</ref></type>
        <definition>RV mpdf::_rvc</definition>
        <argsstring>()</argsstring>
        <name>_rvc</name>
        <briefdescription>
<para>access function </para>        </briefdescription>
        <detaileddescription>
        </detaileddescription>
        <inbodydescription>
        </inbodydescription>
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        <referencedby refid="classmerger_11a6a721294321c2e412ca0084c636b69" compoundref="merger_8h" startline="36" endline="38">merger::merger</referencedby>
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        <definition>RV mpdf::_rv</definition>
        <argsstring>()</argsstring>
        <name>_rv</name>
        <briefdescription>
<para>access function </para>        </briefdescription>
        <detaileddescription>
        </detaileddescription>
        <inbodydescription>
        </inbodydescription>
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        <referencedby refid="classmprod_1419b303581a91ad85200bdcb4b3186f4" compoundref="emix_8h" startline="90" endline="115">mprod</referencedby>
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        <type><ref refid="classepdf" kindref="compound">epdf</ref> &amp;</type>
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        <argsstring>()</argsstring>
        <name>_epdf</name>
        <briefdescription>
<para>access function </para>        </briefdescription>
        <detaileddescription>
        </detaileddescription>
        <inbodydescription>
        </inbodydescription>
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    <briefdescription>
<para>Chain rule decomposition of <ref refid="classepdf" kindref="compound">epdf</ref>. </para>    </briefdescription>
    <detaileddescription>
<para>Probability density in the form of Chain-rule decomposition: \[ f(x_1,x_2,x_3) = f(x_1|x_2,x_3)f(x_2,x_3)f(x_3) \] Note that </para>    </detaileddescription>
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rvc</edgelabel>
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