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68<h1>bdm Namespace Reference</h1><hr><a name="_details"></a><h2>Detailed Description</h2>
69Space of basic BDM structures.
70<p>
71
72<p>
73<table border="0" cellpadding="0" cellspacing="0">
74<tr><td></td></tr>
75<tr><td colspan="2"><br><h2>Classes</h2></td></tr>
76<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1ARX.html">ARX</a></td></tr>
77
78<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Linear Autoregressive model with Gaussian noise.  <a href="classbdm_1_1ARX.html#_details">More...</a><br></td></tr>
79<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1EKFful__unQR.html">EKFful_unQR</a></td></tr>
80
81<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Extended <a class="el" href="classbdm_1_1Kalman.html" title="Kalman filter with covariance matrices in square root form.">Kalman</a> filter with unknown <code>Q</code> and <code>R</code>.  <a href="classbdm_1_1EKFful__unQR.html#_details">More...</a><br></td></tr>
82<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1EKFCh__unQ.html">EKFCh_unQ</a></td></tr>
83
84<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Extended <a class="el" href="classbdm_1_1Kalman.html" title="Kalman filter with covariance matrices in square root form.">Kalman</a> filter in Choleski form with unknown <code>Q</code>.  <a href="classbdm_1_1EKFCh__unQ.html#_details">More...</a><br></td></tr>
85<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1EKFCh__cond.html">EKFCh_cond</a></td></tr>
86
87<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Extended <a class="el" href="classbdm_1_1Kalman.html" title="Kalman filter with covariance matrices in square root form.">Kalman</a> filter with unknown parameters in <code>IM</code>.  <a href="classbdm_1_1EKFCh__cond.html#_details">More...</a><br></td></tr>
88<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1KalmanFull.html">KalmanFull</a></td></tr>
89
90<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Basic <a class="el" href="classbdm_1_1Kalman.html" title="Kalman filter with covariance matrices in square root form.">Kalman</a> filter with full matrices (education purpose only)! Will be deleted soon!  <a href="classbdm_1_1KalmanFull.html#_details">More...</a><br></td></tr>
91<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1Kalman.html">Kalman</a></td></tr>
92
93<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight"><a class="el" href="classbdm_1_1Kalman.html" title="Kalman filter with covariance matrices in square root form.">Kalman</a> filter with covariance matrices in square root form.  <a href="classbdm_1_1Kalman.html#_details">More...</a><br></td></tr>
94<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1KalmanCh.html">KalmanCh</a></td></tr>
95
96<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight"><a class="el" href="classbdm_1_1Kalman.html" title="Kalman filter with covariance matrices in square root form.">Kalman</a> filter in square root form.  <a href="classbdm_1_1KalmanCh.html#_details">More...</a><br></td></tr>
97<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1EKFfull.html">EKFfull</a></td></tr>
98
99<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Extended <a class="el" href="classbdm_1_1Kalman.html" title="Kalman filter with covariance matrices in square root form.">Kalman</a> Filter in full matrices.  <a href="classbdm_1_1EKFfull.html#_details">More...</a><br></td></tr>
100<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1EKF.html">EKF</a></td></tr>
101
102<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Extended <a class="el" href="classbdm_1_1Kalman.html" title="Kalman filter with covariance matrices in square root form.">Kalman</a> Filter.  <a href="classbdm_1_1EKF.html#_details">More...</a><br></td></tr>
103<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1EKFCh.html">EKFCh</a></td></tr>
104
105<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Extended <a class="el" href="classbdm_1_1Kalman.html" title="Kalman filter with covariance matrices in square root form.">Kalman</a> Filter in Square root.  <a href="classbdm_1_1EKFCh.html#_details">More...</a><br></td></tr>
106<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1KFcondQR.html">KFcondQR</a></td></tr>
107
108<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight"><a class="el" href="classbdm_1_1Kalman.html" title="Kalman filter with covariance matrices in square root form.">Kalman</a> Filter with conditional diagonal matrices R and Q.  <a href="classbdm_1_1KFcondQR.html#_details">More...</a><br></td></tr>
109<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1KFcondR.html">KFcondR</a></td></tr>
110
111<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight"><a class="el" href="classbdm_1_1Kalman.html" title="Kalman filter with covariance matrices in square root form.">Kalman</a> Filter with conditional diagonal matrices R and Q.  <a href="classbdm_1_1KFcondR.html#_details">More...</a><br></td></tr>
112<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1PF.html">PF</a></td></tr>
113
114<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Trivial particle filter with proposal density equal to parameter evolution model.  <a href="classbdm_1_1PF.html#_details">More...</a><br></td></tr>
115<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1MPF.html">MPF</a></td></tr>
116
117<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Marginalized Particle filter.  <a href="classbdm_1_1MPF.html#_details">More...</a><br></td></tr>
118<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1merger.html">merger</a></td></tr>
119
120<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Function for general combination of pdfs.  <a href="classbdm_1_1merger.html#_details">More...</a><br></td></tr>
121<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1MixEF.html">MixEF</a></td></tr>
122
123<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Mixture of Exponential Family Densities.  <a href="classbdm_1_1MixEF.html#_details">More...</a><br></td></tr>
124<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mratio.html">mratio</a></td></tr>
125
126<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Class representing ratio of two densities which arise e.g. by applying the Bayes rule. It represents density in the form: <p class="formulaDsp">
127<img class="formulaDsp" alt="\[ f(rv|rvc) = \frac{f(rv,rvc)}{f(rvc)} \]" src="form_79.png">
128<p>
129 where <img class="formulaInl" alt="$ f(rvc) = \int f(rv,rvc) d\ rv $" src="form_80.png">.  <a href="classbdm_1_1mratio.html#_details">More...</a><br></td></tr>
130<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1emix.html">emix</a></td></tr>
131
132<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Mixture of epdfs.  <a href="classbdm_1_1emix.html#_details">More...</a><br></td></tr>
133<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mprod.html">mprod</a></td></tr>
134
135<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">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>.  <a href="classbdm_1_1mprod.html#_details">More...</a><br></td></tr>
136<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1eprod.html">eprod</a></td></tr>
137
138<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Product of independent epdfs. For dependent pdfs, use <a class="el" href="classbdm_1_1mprod.html" title="Chain rule decomposition of epdf.">mprod</a>.  <a href="classbdm_1_1eprod.html#_details">More...</a><br></td></tr>
139<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mmix.html">mmix</a></td></tr>
140
141<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Mixture of mpdfs with constant weights, all mpdfs are of equal type.  <a href="classbdm_1_1mmix.html#_details">More...</a><br></td></tr>
142<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1bdmroot.html">bdmroot</a></td></tr>
143
144<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Root class of BDM objects.  <a href="classbdm_1_1bdmroot.html#_details">More...</a><br></td></tr>
145<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1str.html">str</a></td></tr>
146
147<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Structure of <a class="el" href="classbdm_1_1RV.html" title="Class representing variables, most often random variables.">RV</a> (used internally), i.e. expanded RVs.  <a href="classbdm_1_1str.html#_details">More...</a><br></td></tr>
148<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1RV.html">RV</a></td></tr>
149
150<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Class representing variables, most often random variables.  <a href="classbdm_1_1RV.html#_details">More...</a><br></td></tr>
151<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1fnc.html">fnc</a></td></tr>
152
153<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Class representing function <img class="formulaInl" alt="$f(x)$" src="form_35.png"> of variable <img class="formulaInl" alt="$x$" src="form_28.png"> represented by <code>rv</code>.  <a href="classbdm_1_1fnc.html#_details">More...</a><br></td></tr>
154<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html">epdf</a></td></tr>
155
156<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Probability density function with numerical statistics, e.g. posterior density.  <a href="classbdm_1_1epdf.html#_details">More...</a><br></td></tr>
157<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html">mpdf</a></td></tr>
158
159<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Conditional probability density, e.g. modeling some dependencies.  <a href="classbdm_1_1mpdf.html#_details">More...</a><br></td></tr>
160<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1datalink.html">datalink</a></td></tr>
161
162<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">DataLink is a connection between two data vectors Up and Down.  <a href="classbdm_1_1datalink.html#_details">More...</a><br></td></tr>
163<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1datalink__m2e.html">datalink_m2e</a></td></tr>
164
165<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">data link between  <a href="classbdm_1_1datalink__m2e.html#_details">More...</a><br></td></tr>
166<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1datalink__m2m.html">datalink_m2m</a></td></tr>
167
168<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1logger.html">logger</a></td></tr>
169
170<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Class for storing results (and semi-results) of an experiment.  <a href="classbdm_1_1logger.html#_details">More...</a><br></td></tr>
171<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mepdf.html">mepdf</a></td></tr>
172
173<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Unconditional <a class="el" href="classbdm_1_1mpdf.html" title="Conditional probability density, e.g. modeling some dependencies.">mpdf</a>, allows using <a class="el" href="classbdm_1_1epdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a> in the role of <a class="el" href="classbdm_1_1mpdf.html" title="Conditional probability density, e.g. modeling some dependencies.">mpdf</a>.  <a href="classbdm_1_1mepdf.html#_details">More...</a><br></td></tr>
174<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1compositepdf.html">compositepdf</a></td></tr>
175
176<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Abstract composition of pdfs, will be used for specific classes this abstract class is common to <a class="el" href="classbdm_1_1epdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a> and <a class="el" href="classbdm_1_1mpdf.html" title="Conditional probability density, e.g. modeling some dependencies.">mpdf</a>.  <a href="classbdm_1_1compositepdf.html#_details">More...</a><br></td></tr>
177<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1DS.html">DS</a></td></tr>
178
179<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Abstract class for discrete-time sources of data.  <a href="classbdm_1_1DS.html#_details">More...</a><br></td></tr>
180<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html">BM</a></td></tr>
181
182<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Bayesian Model of a system, i.e. all uncertainty is modeled by probabilities.  <a href="classbdm_1_1BM.html#_details">More...</a><br></td></tr>
183<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BMcond.html">BMcond</a></td></tr>
184
185<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Conditional Bayesian Filter.  <a href="classbdm_1_1BMcond.html#_details">More...</a><br></td></tr>
186<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1MemDS.html">MemDS</a></td></tr>
187
188<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Memory storage of off-line data column-wise.  <a href="classbdm_1_1MemDS.html#_details">More...</a><br></td></tr>
189<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1ArxDS.html">ArxDS</a></td></tr>
190
191<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Generator of <a class="el" href="classbdm_1_1ARX.html" title="Linear Autoregressive model with Gaussian noise.">ARX</a> data.  <a href="classbdm_1_1ArxDS.html#_details">More...</a><br></td></tr>
192<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><b>stateDS</b></td></tr>
193
194<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1eEF.html">eEF</a></td></tr>
195
196<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">General conjugate exponential family posterior density.  <a href="classbdm_1_1eEF.html#_details">More...</a><br></td></tr>
197<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mEF.html">mEF</a></td></tr>
198
199<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Exponential family model.  <a href="classbdm_1_1mEF.html#_details">More...</a><br></td></tr>
200<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BMEF.html">BMEF</a></td></tr>
201
202<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Estimator for Exponential family.  <a href="classbdm_1_1BMEF.html#_details">More...</a><br></td></tr>
203<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1enorm.html">enorm</a></td></tr>
204
205<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Gaussian density with positive definite (decomposed) covariance matrix.  <a href="classbdm_1_1enorm.html#_details">More...</a><br></td></tr>
206<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1egiw.html">egiw</a></td></tr>
207
208<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Gauss-inverse-Wishart density stored in LD form.  <a href="classbdm_1_1egiw.html#_details">More...</a><br></td></tr>
209<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1eDirich.html">eDirich</a></td></tr>
210
211<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Dirichlet posterior density.  <a href="classbdm_1_1eDirich.html#_details">More...</a><br></td></tr>
212<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1multiBM.html">multiBM</a></td></tr>
213
214<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Estimator for Multinomial density.  <a href="classbdm_1_1multiBM.html#_details">More...</a><br></td></tr>
215<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1egamma.html">egamma</a></td></tr>
216
217<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Gamma posterior density.  <a href="classbdm_1_1egamma.html#_details">More...</a><br></td></tr>
218<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1eigamma.html">eigamma</a></td></tr>
219
220<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Inverse-Gamma posterior density.  <a href="classbdm_1_1eigamma.html#_details">More...</a><br></td></tr>
221<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1euni.html">euni</a></td></tr>
222
223<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Uniform distributed density on a rectangular support.  <a href="classbdm_1_1euni.html#_details">More...</a><br></td></tr>
224<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mlnorm.html">mlnorm</a></td></tr>
225
226<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Normal distributed linear function with linear function of mean value;.  <a href="classbdm_1_1mlnorm.html#_details">More...</a><br></td></tr>
227<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mlstudent.html">mlstudent</a></td></tr>
228
229<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mgamma.html">mgamma</a></td></tr>
230
231<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Gamma random walk.  <a href="classbdm_1_1mgamma.html#_details">More...</a><br></td></tr>
232<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1migamma.html">migamma</a></td></tr>
233
234<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Inverse-Gamma random walk.  <a href="classbdm_1_1migamma.html#_details">More...</a><br></td></tr>
235<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mgamma__fix.html">mgamma_fix</a></td></tr>
236
237<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Gamma random walk around a fixed point.  <a href="classbdm_1_1mgamma__fix.html#_details">More...</a><br></td></tr>
238<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1migamma__fix.html">migamma_fix</a></td></tr>
239
240<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Inverse-Gamma random walk around a fixed point.  <a href="classbdm_1_1migamma__fix.html#_details">More...</a><br></td></tr>
241<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1eEmp.html">eEmp</a></td></tr>
242
243<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Weighted empirical density.  <a href="classbdm_1_1eEmp.html#_details">More...</a><br></td></tr>
244<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1constfn.html">constfn</a></td></tr>
245
246<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">class representing function <img class="formulaInl" alt="$f(x) = a$" src="form_45.png">, here <code>rv</code> is empty  <a href="classbdm_1_1constfn.html#_details">More...</a><br></td></tr>
247<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1linfn.html">linfn</a></td></tr>
248
249<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Class representing function <img class="formulaInl" alt="$f(x) = Ax+B$" src="form_46.png">.  <a href="classbdm_1_1linfn.html#_details">More...</a><br></td></tr>
250<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1diffbifn.html">diffbifn</a></td></tr>
251
252<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Class representing a differentiable function of two variables <img class="formulaInl" alt="$f(x,u)$" src="form_47.png">.  <a href="classbdm_1_1diffbifn.html#_details">More...</a><br></td></tr>
253<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1bilinfn.html">bilinfn</a></td></tr>
254
255<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Class representing function <img class="formulaInl" alt="$f(x,u) = Ax+Bu$" src="form_48.png">.  <a href="classbdm_1_1bilinfn.html#_details">More...</a><br></td></tr>
256<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1memlog.html">memlog</a></td></tr>
257
258<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Logging into matrices in data format in memory.  <a href="classbdm_1_1memlog.html#_details">More...</a><br></td></tr>
259<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1dirfilelog.html">dirfilelog</a></td></tr>
260
261<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Logging into dirfile with buffer in memory.  <a href="classbdm_1_1dirfilelog.html#_details">More...</a><br></td></tr>
262<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><b>UIFile</b></td></tr>
263
264<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1UIbuilder.html">UIbuilder</a></td></tr>
265
266<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Builds computational object from a UserInfo structure.  <a href="classbdm_1_1UIbuilder.html#_details">More...</a><br></td></tr>
267<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><b>UIexternal</b></td></tr>
268
269<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><b>UIinternal</b></td></tr>
270
271<tr><td colspan="2"><br><h2>Typedefs</h2></td></tr>
272<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="547ee25cd5e6bae90105936ec4264257"></a><!-- doxytag: member="bdm::RVmap" ref="547ee25cd5e6bae90105936ec4264257" args="" -->
273typedef std::map&lt; string, int &gt;&nbsp;</td><td class="memItemRight" valign="bottom"><b>RVmap</b></td></tr>
274
275<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="4dc620a66ce2fcd4c5f42a03a3909b7c"></a><!-- doxytag: member="bdm::UImap" ref="4dc620a66ce2fcd4c5f42a03a3909b7c" args="" -->
276typedef map&lt; const string, <br>
277const <a class="el" href="classbdm_1_1UIbuilder.html">UIbuilder</a> * &gt;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacebdm.html#4dc620a66ce2fcd4c5f42a03a3909b7c">UImap</a></td></tr>
278
279<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Internal structure mapping strings to UIBuilder objects. <br></td></tr>
280<tr><td colspan="2"><br><h2>Enumerations</h2></td></tr>
281<tr><td class="memItemLeft" nowrap align="right" valign="top">enum &nbsp;</td><td class="memItemRight" valign="bottom"><b>MixEF_METHOD</b> { <b>EM</b> =  0,
282<b>QB</b> =  1
283 }</td></tr>
284
285<tr><td class="memItemLeft" nowrap align="right" valign="top">enum &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacebdm.html#33aac0be76ded31d2e3081c5a3f6c418">RESAMPLING_METHOD</a> { <b>MULTINOMIAL</b> =  0,
286<b>STRATIFIED</b> =  1,
287<b>SYSTEMATIC</b> =  3
288 }</td></tr>
289
290<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Switch between various resampling methods. <br></td></tr>
291<tr><td colspan="2"><br><h2>Functions</h2></td></tr>
292<tr><td class="memItemLeft" nowrap align="right" valign="top">double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacebdm.html#384d37434e33cef41e2785e247b5d4d6">egiw_bestbelow</a> (<a class="el" href="classbdm_1_1egiw.html">egiw</a> Eg, <a class="el" href="classbdm_1_1egiw.html">egiw</a> Eg0, double Egll, ivec &amp;indeces)</td></tr>
293
294<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Return the best structure.  <a href="#384d37434e33cef41e2785e247b5d4d6"></a><br></td></tr>
295<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="1d111e8cdcd92244244a44f6b4af397c"></a><!-- doxytag: member="bdm::operator&lt;&lt;" ref="1d111e8cdcd92244244a44f6b4af397c" args="(std::ostream &amp;os, const KalmanFull &amp;kf)" -->
296std::ostream &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><b>operator&lt;&lt;</b> (std::ostream &amp;os, const <a class="el" href="classbdm_1_1KalmanFull.html">KalmanFull</a> &amp;kf)</td></tr>
297
298<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="8b6bce32bf990bf76d04935f391751b3"></a><!-- doxytag: member="bdm::RV_NAMES" ref="8b6bce32bf990bf76d04935f391751b3" args="(RV_BUFFER_STEP)" -->
299Array&lt; string &gt;&nbsp;</td><td class="memItemRight" valign="bottom"><b>RV_NAMES</b> (RV_BUFFER_STEP)</td></tr>
300
301<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="515ed01e2a44f57223293a8e5d98cfc1"></a><!-- doxytag: member="bdm::RV_SIZES" ref="515ed01e2a44f57223293a8e5d98cfc1" args="(RV_BUFFER_STEP)" -->
302ivec&nbsp;</td><td class="memItemRight" valign="bottom"><b>RV_SIZES</b> (RV_BUFFER_STEP)</td></tr>
303
304<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="35914b7631534d21c50a9e1b70146da0"></a><!-- doxytag: member="bdm::operator&lt;&lt;" ref="35914b7631534d21c50a9e1b70146da0" args="(std::ostream &amp;os, const RV &amp;rv)" -->
305std::ostream &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><b>operator&lt;&lt;</b> (std::ostream &amp;os, const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;rv)</td></tr>
306
307<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="b9016687c0e874ca5cdcf75ae28811aa"></a><!-- doxytag: member="bdm::concat" ref="b9016687c0e874ca5cdcf75ae28811aa" args="(const RV &amp;rv1, const RV &amp;rv2)" -->
308<a class="el" href="classbdm_1_1RV.html">RV</a>&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacebdm.html#b9016687c0e874ca5cdcf75ae28811aa">concat</a> (const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;rv1, const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;rv2)</td></tr>
309
310<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Concat two random variables. <br></td></tr>
311<tr><td class="memTemplParams" nowrap colspan="2"><a class="anchor" name="9a39066aa68568b4b97f8d3103c8699c"></a><!-- doxytag: member="bdm::operator&lt;&lt;" ref="9a39066aa68568b4b97f8d3103c8699c" args="(std::ostream &amp;os, mlnorm&lt; sq_T &gt; &amp;ml)" -->
312template&lt;class sq_T&gt; </td></tr>
313<tr><td class="memTemplItemLeft" nowrap align="right" valign="top">std::ostream &amp;&nbsp;</td><td class="memTemplItemRight" valign="bottom"><b>operator&lt;&lt;</b> (std::ostream &amp;os, <a class="el" href="classbdm_1_1mlnorm.html">mlnorm</a>&lt; sq_T &gt; &amp;ml)</td></tr>
314
315<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="c8d6de8f4e080550406df7c1600117fe"></a><!-- doxytag: member="bdm::UIREGISTER" ref="c8d6de8f4e080550406df7c1600117fe" args="(UIexternal)" -->
316&nbsp;</td><td class="memItemRight" valign="bottom"><b>UIREGISTER</b> (UIexternal)</td></tr>
317
318<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="3a4ea5a3dc0198c5df3795970e82d629"></a><!-- doxytag: member="bdm::UIREGISTER" ref="3a4ea5a3dc0198c5df3795970e82d629" args="(UIinternal)" -->
319&nbsp;</td><td class="memItemRight" valign="bottom"><b>UIREGISTER</b> (UIinternal)</td></tr>
320
321<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="f420706e534b420cf6561aa529be9a9e"></a><!-- doxytag: member="bdm::UI_DBG" ref="f420706e534b420cf6561aa529be9a9e" args="(Setting &amp;S, const string &amp;spc)" -->
322void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacebdm.html#f420706e534b420cf6561aa529be9a9e">UI_DBG</a> (Setting &amp;S, const string &amp;spc)</td></tr>
323
324<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">[Debugging] Print values in current S to cout <br></td></tr>
325<tr><td class="memTemplParams" nowrap colspan="2"><a class="anchor" name="b547b14af614cba1ab6c8942dde34462"></a><!-- doxytag: member="bdm::UIbuild" ref="b547b14af614cba1ab6c8942dde34462" args="(Setting &amp;S, T *&amp;ret)" -->
326template&lt;class T&gt; </td></tr>
327<tr><td class="memTemplItemLeft" nowrap align="right" valign="top">void&nbsp;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacebdm.html#b547b14af614cba1ab6c8942dde34462">UIbuild</a> (Setting &amp;S, T *&amp;ret)</td></tr>
328
329<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Prototype of a UI builder. Return value is by the second argument since it type checking via <code>dynamic_cast</code>. <br></td></tr>
330<tr><td class="memTemplParams" nowrap colspan="2"><a class="anchor" name="0760231b120a0b42f80b09515456d57b"></a><!-- doxytag: member="bdm::UIcall" ref="0760231b120a0b42f80b09515456d57b" args="(Setting &amp;S, void(*func)(Setting &amp;, T), T Tmp)" -->
331template&lt;class T&gt; </td></tr>
332<tr><td class="memTemplItemLeft" nowrap align="right" valign="top">void&nbsp;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacebdm.html#0760231b120a0b42f80b09515456d57b">UIcall</a> (Setting &amp;S, void(*func)(Setting &amp;, T), T Tmp)</td></tr>
333
334<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Auxiliary function allowing recursivity in S (too complex, remove?). <br></td></tr>
335<tr><td colspan="2"><br><h2>Variables</h2></td></tr>
336<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="356cbfd6e12dc4b6680fa82dd35063fb"></a><!-- doxytag: member="bdm::RV_BUFFER_STEP" ref="356cbfd6e12dc4b6680fa82dd35063fb" args="" -->
337const int&nbsp;</td><td class="memItemRight" valign="bottom"><b>RV_BUFFER_STEP</b> = 1</td></tr>
338
339<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="c83cfa7ad40f4622cb17af4b80f09d45"></a><!-- doxytag: member="bdm::RV_MAP" ref="c83cfa7ad40f4622cb17af4b80f09d45" args="" -->
340RVmap&nbsp;</td><td class="memItemRight" valign="bottom"><b>RV_MAP</b></td></tr>
341
342<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="bdd4760f14ec7d6fea083aa2170f6236"></a><!-- doxytag: member="bdm::RV0" ref="bdd4760f14ec7d6fea083aa2170f6236" args="" -->
343<a class="el" href="classbdm_1_1RV.html">RV</a>&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacebdm.html#bdd4760f14ec7d6fea083aa2170f6236">RV0</a> = <a class="el" href="classbdm_1_1RV.html">RV</a>()</td></tr>
344
345<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Default empty <a class="el" href="classbdm_1_1RV.html" title="Class representing variables, most often random variables.">RV</a> that can be used as default argument. <br></td></tr>
346<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="58a0ee51fd426e38101eb99e7c42a65e"></a><!-- doxytag: member="bdm::RV_SIZES" ref="58a0ee51fd426e38101eb99e7c42a65e" args="" -->
347ivec&nbsp;</td><td class="memItemRight" valign="bottom"><b>RV_SIZES</b></td></tr>
348
349<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="81ac40e336bdac971cd2e60fe2fb2deb"></a><!-- doxytag: member="bdm::RV_NAMES" ref="81ac40e336bdac971cd2e60fe2fb2deb" args="" -->
350Array&lt; string &gt;&nbsp;</td><td class="memItemRight" valign="bottom"><b>RV_NAMES</b></td></tr>
351
352<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="96288dbda6916cd442af735f66a9f40b"></a><!-- doxytag: member="bdm::UniRNG" ref="96288dbda6916cd442af735f66a9f40b" args="" -->
353Uniform_RNG&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacebdm.html#96288dbda6916cd442af735f66a9f40b">UniRNG</a></td></tr>
354
355<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Global Uniform_RNG. <br></td></tr>
356<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="c959a7382efbcc31af4b58cf0f0f951a"></a><!-- doxytag: member="bdm::NorRNG" ref="c959a7382efbcc31af4b58cf0f0f951a" args="" -->
357Normal_RNG&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacebdm.html#c959a7382efbcc31af4b58cf0f0f951a">NorRNG</a></td></tr>
358
359<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Global Normal_RNG. <br></td></tr>
360<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="2828dc833cc283a1fb39a5e8dc06518f"></a><!-- doxytag: member="bdm::GamRNG" ref="2828dc833cc283a1fb39a5e8dc06518f" args="" -->
361Gamma_RNG&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacebdm.html#2828dc833cc283a1fb39a5e8dc06518f">GamRNG</a></td></tr>
362
363<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Global Gamma_RNG. <br></td></tr>
364<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="edbf34217028dd95a3680c346af85fea"></a><!-- doxytag: member="bdm::__uimap__" ref="edbf34217028dd95a3680c346af85fea" args="" -->
365<a class="el" href="namespacebdm.html#4dc620a66ce2fcd4c5f42a03a3909b7c">UImap</a>&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacebdm.html#edbf34217028dd95a3680c346af85fea">__uimap__</a></td></tr>
366
367<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">global map of UIbulder names to instances of UIbuilders. Created by UIREGISTER macro <br></td></tr>
368</table>
369<hr><h2>Function Documentation</h2>
370<a class="anchor" name="384d37434e33cef41e2785e247b5d4d6"></a><!-- doxytag: member="bdm::egiw_bestbelow" ref="384d37434e33cef41e2785e247b5d4d6" args="(egiw Eg, egiw Eg0, double Egll, ivec &amp;indeces)" -->
371<div class="memitem">
372<div class="memproto">
373      <table class="memname">
374        <tr>
375          <td class="memname">double bdm::egiw_bestbelow           </td>
376          <td>(</td>
377          <td class="paramtype">egiw&nbsp;</td>
378          <td class="paramname"> <em>Eg</em>, </td>
379        </tr>
380        <tr>
381          <td class="paramkey"></td>
382          <td></td>
383          <td class="paramtype">egiw&nbsp;</td>
384          <td class="paramname"> <em>Eg0</em>, </td>
385        </tr>
386        <tr>
387          <td class="paramkey"></td>
388          <td></td>
389          <td class="paramtype">double&nbsp;</td>
390          <td class="paramname"> <em>Egll</em>, </td>
391        </tr>
392        <tr>
393          <td class="paramkey"></td>
394          <td></td>
395          <td class="paramtype">ivec &amp;&nbsp;</td>
396          <td class="paramname"> <em>indeces</em></td><td>&nbsp;</td>
397        </tr>
398        <tr>
399          <td></td>
400          <td>)</td>
401          <td></td><td></td><td></td>
402        </tr>
403      </table>
404</div>
405<div class="memdoc">
406
407<p>
408Return the best structure.
409<p>
410<dl compact><dt><b>Parameters:</b></dt><dd>
411  <table border="0" cellspacing="2" cellpadding="0">
412    <tr><td valign="top"></td><td valign="top"><em>Eg</em>&nbsp;</td><td>a copy of GiW density that is being examined </td></tr>
413    <tr><td valign="top"></td><td valign="top"><em>Eg0</em>&nbsp;</td><td>a copy of prior GiW density before estimation </td></tr>
414    <tr><td valign="top"></td><td valign="top"><em>Egll</em>&nbsp;</td><td>likelihood of the current Eg </td></tr>
415    <tr><td valign="top"></td><td valign="top"><em>indeces</em>&nbsp;</td><td>current indeces </td></tr>
416  </table>
417</dl>
418<dl class="return" compact><dt><b>Returns:</b></dt><dd>best likelihood in the structure below the given one </dd></dl>
419
420<p>References <a class="el" href="libDC_8h-source.html#l00259">ldmat::_D()</a>, <a class="el" href="libDC_8h-source.html#l00261">ldmat::_L()</a>, <a class="el" href="libEF_8h-source.html#l00202">bdm::egiw::_V()</a>, <a class="el" href="libDC_8cpp-source.html#l00200">ldmat::ldform()</a>, <a class="el" href="libEF_8cpp-source.html#l00044">bdm::egiw::lognc()</a>, and <a class="el" href="libDC_8h-source.html#l00289">ldmat::rows()</a>.</p>
421
422<p>Referenced by <a class="el" href="bdm_2estim_2arx_8cpp-source.html#l00190">bdm::ARX::structure_est()</a>.</p>
423
424</div>
425</div><p>
426</div>
427<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:05:34 2009 for mixpp by&nbsp;
428<a href="http://www.doxygen.org/index.html">
429<img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
430</body>
431</html>
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