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    35<title>mixpp: Class List</title> 
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    6972  <tr><td class="indexkey"><a class="el" href="classbdm_1_1ARX.html">bdm::ARX</a></td><td class="indexvalue">Linear Autoregressive model with Gaussian noise </td></tr> 
    7073  <tr><td class="indexkey"><a class="el" href="classbdm_1_1ArxDS.html">bdm::ArxDS</a></td><td class="indexvalue">Generator of <a class="el" href="classbdm_1_1ARX.html" title="Linear Autoregressive model with Gaussian noise.">ARX</a> data </td></tr> 
    71   <tr><td class="indexkey"><a class="el" href="classbdm_1_1bilinfn.html">bdm::bilinfn</a></td><td class="indexvalue">Class representing function <img class="formulaInl" alt="$f(x,u) = Ax+Bu$" src="form_43.png"> </td></tr> 
     74  <tr><td class="indexkey"><a class="el" href="classbdm_1_1bilinfn.html">bdm::bilinfn</a></td><td class="indexvalue">Class representing function <img class="formulaInl" alt="$f(x,u) = Ax+Bu$" src="form_43.png"/> </td></tr> 
    7275  <tr><td class="indexkey"><a class="el" href="classbdm_1_1BM.html">bdm::BM</a></td><td class="indexvalue">Bayesian Model of a system, i.e. all uncertainty is modeled by probabilities </td></tr> 
    7376  <tr><td class="indexkey"><a class="el" href="classbdm_1_1BMEF.html">bdm::BMEF</a></td><td class="indexvalue">Estimator for Exponential family </td></tr> 
    7477  <tr><td class="indexkey"><a class="el" href="classbdm_1_1chmat.html">bdm::chmat</a></td><td class="indexvalue">Symmetric matrix stored in square <a class="el" href="classbdm_1_1root.html" title="Root class of BDM objects.">root</a> decomposition using upper cholesky </td></tr> 
    75   <tr><td class="indexkey"><a class="el" href="classbdm_1_1constfn.html">bdm::constfn</a></td><td class="indexvalue">Class representing function <img class="formulaInl" alt="$f(x) = a$" src="form_40.png">, here <code>rv</code> is empty </td></tr> 
     78  <tr><td class="indexkey"><a class="el" href="classbdm_1_1constfn.html">bdm::constfn</a></td><td class="indexvalue">Class representing function <img class="formulaInl" alt="$f(x) = a$" src="form_40.png"/>, here <code>rv</code> is empty </td></tr> 
    7679  <tr><td class="indexkey"><a class="el" href="classbdm_1_1Controller.html">bdm::Controller</a></td><td class="indexvalue"></td></tr> 
    77   <tr><td class="indexkey"><a class="el" href="classbdm_1_1CsvFileDS.html">bdm::CsvFileDS</a></td><td class="indexvalue">CSV file data storage The constructor creates <code>Data</code> matrix from the records in a CSV file <code>fname</code>. The orientation can be of two types: 1. <code>BY_COL</code> which is default - the data are stored in columns; one column per time <img class="formulaInl" alt="$t$" src="form_15.png">, one row per data item. 2. <code>BY_ROW</code> if the data are stored the classical CSV style. Then each column stores the values for data item, for ex. <img class="formulaInl" alt="$[y_{t} y_{t-1} ...]$" src="form_16.png">, one row for each discrete time instant </td></tr> 
     80  <tr><td class="indexkey"><a class="el" href="classbdm_1_1CsvFileDS.html">bdm::CsvFileDS</a></td><td class="indexvalue">CSV file data storage The constructor creates <code>Data</code> matrix from the records in a CSV file <code>fname</code>. The orientation can be of two types: 1. <code>BY_COL</code> which is default - the data are stored in columns; one column per time <img class="formulaInl" alt="$t$" src="form_15.png"/>, one row per data item. 2. <code>BY_ROW</code> if the data are stored the classical CSV style. Then each column stores the values for data item, for ex. <img class="formulaInl" alt="$[y_{t} y_{t-1} ...]$" src="form_16.png"/>, one row for each discrete time instant </td></tr> 
    7881  <tr><td class="indexkey"><a class="el" href="classbdm_1_1datalink.html">bdm::datalink</a></td><td class="indexvalue">DataLink is a connection between two data vectors Up and Down </td></tr> 
    7982  <tr><td class="indexkey"><a class="el" href="classbdm_1_1datalink__m2e.html">bdm::datalink_m2e</a></td><td class="indexvalue">Data link with a condition </td></tr> 
    8083  <tr><td class="indexkey"><a class="el" href="classbdm_1_1datalink__m2m.html">bdm::datalink_m2m</a></td><td class="indexvalue"></td></tr> 
    8184  <tr><td class="indexkey"><a class="el" href="classbdm_1_1Designer.html">bdm::Designer</a></td><td class="indexvalue">Low-level class for design of control strategy </td></tr> 
    82   <tr><td class="indexkey"><a class="el" href="classbdm_1_1diffbifn.html">bdm::diffbifn</a></td><td class="indexvalue">Class representing a differentiable function of two variables <img class="formulaInl" alt="$f(x,u)$" src="form_42.png"> </td></tr> 
     85  <tr><td class="indexkey"><a class="el" href="classbdm_1_1diffbifn.html">bdm::diffbifn</a></td><td class="indexvalue">Class representing a differentiable function of two variables <img class="formulaInl" alt="$f(x,u)$" src="form_42.png"/> </td></tr> 
     86  <tr><td class="indexkey"><a class="el" href="structDIR.html">DIR</a></td><td class="indexvalue"></td></tr> 
     87  <tr><td class="indexkey"><a class="el" href="structdirent.html">dirent</a></td><td class="indexvalue"></td></tr> 
    8388  <tr><td class="indexkey"><a class="el" href="classbdm_1_1dirfilelog.html">bdm::dirfilelog</a></td><td class="indexvalue">Logging into dirfile with buffer in memory </td></tr> 
    8489  <tr><td class="indexkey"><a class="el" href="classbdm_1_1discrete__support.html">bdm::discrete_support</a></td><td class="indexvalue">Discrete support with stored support points </td></tr> 
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    107112  <tr><td class="indexkey"><a class="el" href="classbdm_1_1eWishartCh.html">bdm::eWishartCh</a></td><td class="indexvalue"></td></tr> 
    108113  <tr><td class="indexkey"><a class="el" href="classbdm_1_1FileDS.html">bdm::FileDS</a></td><td class="indexvalue"></td></tr> 
    109   <tr><td class="indexkey"><a class="el" href="classbdm_1_1fnc.html">bdm::fnc</a></td><td class="indexvalue">Class representing function <img class="formulaInl" alt="$f(x)$" src="form_0.png"> of variable <img class="formulaInl" alt="$x$" src="form_1.png"> represented by <code>rv</code> </td></tr> 
     114  <tr><td class="indexkey"><a class="el" href="classbdm_1_1fnc.html">bdm::fnc</a></td><td class="indexvalue">Class representing function <img class="formulaInl" alt="$f(x)$" src="form_0.png"/> of variable <img class="formulaInl" alt="$x$" src="form_1.png"/> represented by <code>rv</code> </td></tr> 
    110115  <tr><td class="indexkey"><a class="el" href="classbdm_1_1fsqmat.html">bdm::fsqmat</a></td><td class="indexvalue">Fake <a class="el" href="classbdm_1_1sqmat.html" title="Abstract class for representation of double symmetric matrices in square-root form...">sqmat</a>. This class maps <a class="el" href="classbdm_1_1sqmat.html" title="Abstract class for representation of double symmetric matrices in square-root form...">sqmat</a> operations to operations on full matrix </td></tr> 
     116  <tr><td class="indexkey"><a class="el" href="classbdm_1_1grid__fnc.html">bdm::grid_fnc</a></td><td class="indexvalue"></td></tr> 
    111117  <tr><td class="indexkey"><a class="el" href="classbdm_1_1ITppFileDS.html">bdm::ITppFileDS</a></td><td class="indexvalue">Read Data Matrix from an IT file </td></tr> 
    112118  <tr><td class="indexkey"><a class="el" href="classbdm_1_1Kalman.html">bdm::Kalman&lt; sq_T &gt;</a></td><td class="indexvalue">Common abstract base for <a class="el" href="classbdm_1_1Kalman.html" title="Common abstract base for Kalman filters.">Kalman</a> filters </td></tr> 
    … …  
    114120  <tr><td class="indexkey"><a class="el" href="classbdm_1_1KalmanFull.html">bdm::KalmanFull</a></td><td class="indexvalue">Basic <a class="el" href="classbdm_1_1Kalman.html" title="Common abstract base for Kalman filters.">Kalman</a> filter with full matrices </td></tr> 
    115121  <tr><td class="indexkey"><a class="el" href="classbdm_1_1ldmat.html">bdm::ldmat</a></td><td class="indexvalue">Matrix stored in LD form, (commonly known as UD) </td></tr> 
    116   <tr><td class="indexkey"><a class="el" href="classbdm_1_1linfn.html">bdm::linfn</a></td><td class="indexvalue">Class representing function <img class="formulaInl" alt="$f(x) = Ax+B$" src="form_41.png"> </td></tr> 
     122  <tr><td class="indexkey"><a class="el" href="classbdm_1_1linfn.html">bdm::linfn</a></td><td class="indexvalue">Class representing function <img class="formulaInl" alt="$f(x) = Ax+B$" src="form_41.png"/> </td></tr> 
    117123  <tr><td class="indexkey"><a class="el" href="classbdm_1_1logger.html">bdm::logger</a></td><td class="indexvalue">Class for storing results (and semi-results) of an experiment </td></tr> 
    118124  <tr><td class="indexkey"><a class="el" href="classbdm_1_1LQG.html">bdm::LQG</a></td><td class="indexvalue"></td></tr> 
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    135141  <tr><td class="indexkey"><a class="el" href="classbdm_1_1mlstudent.html">bdm::mlstudent</a></td><td class="indexvalue"></td></tr> 
    136142  <tr><td class="indexkey"><a class="el" href="classbdm_1_1mmix.html">bdm::mmix</a></td><td class="indexvalue">Mixture of mpdfs with constant weights, all mpdfs are of equal <a class="el" href="classbdm_1_1RV.html" title="Class representing variables, most often random variables.">RV</a> and RVC </td></tr> 
    137   <tr><td class="indexkey"><a class="el" href="classbdm_1_1mpdf.html">bdm::mpdf</a></td><td class="indexvalue">Conditional probability density, e.g. modeling <img class="formulaInl" alt="$ f( x | y) $" src="form_132.png">, where <img class="formulaInl" alt="$ x $" src="form_7.png"> is random variable, <code>rv</code>, and <img class="formulaInl" alt="$ y $" src="form_133.png"> is conditioning variable, <code>rvc</code> </td></tr> 
     143  <tr><td class="indexkey"><a class="el" href="classbdm_1_1mpdf.html">bdm::mpdf</a></td><td class="indexvalue">Conditional probability density, e.g. modeling <img class="formulaInl" alt="$ f( x | y) $" src="form_132.png"/>, where <img class="formulaInl" alt="$ x $" src="form_7.png"/> is random variable, <code>rv</code>, and <img class="formulaInl" alt="$ y $" src="form_133.png"/> is conditioning variable, <code>rvc</code> </td></tr> 
    138144  <tr><td class="indexkey"><a class="el" href="classbdm_1_1mpdf__internal.html">bdm::mpdf_internal&lt; EPDF &gt;</a></td><td class="indexvalue">Mpdf with internal <a class="el" href="classbdm_1_1epdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a> that is modified by function <code>condition</code> </td></tr> 
    139145  <tr><td class="indexkey"><a class="el" href="classbdm_1_1MPF.html">bdm::MPF&lt; BM_T &gt;</a></td><td class="indexvalue">Marginalized Particle filter </td></tr> 
    140146  <tr><td class="indexkey"><a class="el" href="classbdm_1_1mprod.html">bdm::mprod</a></td><td class="indexvalue">Chain rule decomposition of <a class="el" href="classbdm_1_1epdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a> </td></tr> 
    141   <tr><td class="indexkey"><a class="el" href="classbdm_1_1mratio.html">bdm::mratio</a></td><td class="indexvalue">Class representing ratio of two densities which arise e.g. by applying the Bayes rule. It represents density in the form: <p class="formulaDsp"> 
    142 <img class="formulaDsp" alt="\[ f(rv|rvc) = \frac{f(rv,rvc)}{f(rvc)} \]" src="form_62.png"> 
    143 <p> 
    144  where <img class="formulaInl" alt="$ f(rvc) = \int f(rv,rvc) d\ rv $" src="form_63.png"> </td></tr> 
     147  <tr><td class="indexkey"><a class="el" href="classbdm_1_1mratio.html">bdm::mratio</a></td><td class="indexvalue">Class representing ratio of two densities which arise e.g. by applying the Bayes rule. It represents density in the form: </p> 
     148<p class="formulaDsp"> 
     149<img class="formulaDsp" alt="\[ f(rv|rvc) = \frac{f(rv,rvc)}{f(rvc)} \]" src="form_62.png"/> 
     150</p> 
     151<p> where <img class="formulaInl" alt="$ f(rvc) = \int f(rv,rvc) d\ rv $" src="form_63.png"/> </td></tr> 
    145152  <tr><td class="indexkey"><a class="el" href="classbdm_1_1multiBM.html">bdm::multiBM</a></td><td class="indexvalue">Estimator for Multinomial density </td></tr> 
    146153  <tr><td class="indexkey"><a class="el" href="classbdm_1_1MultiModel.html">bdm::MultiModel</a></td><td class="indexvalue">(Switching) Multiple Model The model runs several models in parallel and evaluates thier weights (fittness) </td></tr> 
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    149156  <tr><td class="indexkey"><a class="el" href="classbdm_1_1ParticularUI.html">bdm::ParticularUI&lt; T &gt;</a></td><td class="indexvalue"></td></tr> 
    150157  <tr><td class="indexkey"><a class="el" href="classbdm_1_1PF.html">bdm::PF</a></td><td class="indexvalue">Trivial particle filter with proposal density equal to parameter evolution model </td></tr> 
     158  <tr><td class="indexkey"><a class="el" href="classitpp_1_1RandunStorage.html">itpp::RandunStorage</a></td><td class="indexvalue"></td></tr> 
    151159  <tr><td class="indexkey"><a class="el" href="classbdm_1_1rectangular__support.html">bdm::rectangular_support</a></td><td class="indexvalue"></td></tr> 
    152160  <tr><td class="indexkey"><a class="el" href="classbdm_1_1root.html">bdm::root</a></td><td class="indexvalue">Root class of BDM objects </td></tr> 
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    156164  <tr><td class="indexkey"><a class="el" href="classbdm_1_1shared__ptr.html">bdm::shared_ptr&lt; T &gt;</a></td><td class="indexvalue">A naive implementation of roughly a subset of the std::tr1::shared_ptr spec </td></tr> 
    157165  <tr><td class="indexkey"><a class="el" href="classbdm_1_1sqmat.html">bdm::sqmat</a></td><td class="indexvalue">Abstract class for representation of double symmetric matrices in square-root form </td></tr> 
     166  <tr><td class="indexkey"><a class="el" href="classbdm_1_1stateDS.html">bdm::stateDS</a></td><td class="indexvalue"></td></tr> 
    158167  <tr><td class="indexkey"><a class="el" href="classbdm_1_1StateSpace.html">bdm::StateSpace&lt; sq_T &gt;</a></td><td class="indexvalue">Basic elements of linear state-space model </td></tr> 
    159168  <tr><td class="indexkey"><a class="el" href="classbdm_1_1str.html">bdm::str</a></td><td class="indexvalue">Structure of <a class="el" href="classbdm_1_1RV.html" title="Class representing variables, most often random variables.">RV</a>, i.e. RVs expanded into a flat list of IDs, used for debugging </td></tr> 
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    167176</table> 
    168177</div> 
    169 <hr size="1"><address style="text-align: right;"><small>Generated on Sat Aug 29 20:49:43 2009 for mixpp by&nbsp; 
     178<hr size="1"/><address style="text-align: right;"><small>Generated on Sun Aug 30 22:10:50 2009 for mixpp by&nbsp; 
    170179<a href="http://www.doxygen.org/index.html"> 
    171 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.8 </small></address> 
     180<img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.6.1 </small></address> 
    172181</body> 
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