| 76 | <hr/><a name="_details"></a><h2>Detailed Description</h2> |
| 77 | <h3>template<class sq_T><br/> |
| 78 | class bdm::StateSpace< sq_T ></h3> |
| 79 | |
| 80 | <p>Basic elements of linear state-space model. </p> |
| 81 | <p>Parameter evolution model:</p> |
| 82 | <p class="formulaDsp"> |
| 83 | <img class="formulaDsp" alt="\[ x_t = A x_{t-1} + B u_t + Q^{1/2} e_t \]" src="form_36.png"/> |
| 84 | </p> |
| 85 | <p> Observation model: </p> |
| 86 | <p class="formulaDsp"> |
| 87 | <img class="formulaDsp" alt="\[ y_t = C x_{t-1} + C u_t + Q^{1/2} w_t. \]" src="form_37.png"/> |
| 88 | </p> |
| 89 | <p> Where $e_t$ and $w_t$ are independent vectors Normal(0,1)-distributed disturbances. </p> |
145 | | <hr/><a name="_details"></a><h2>Detailed Description</h2> |
146 | | <h3>template<class sq_T><br/> |
147 | | class bdm::StateSpace< sq_T ></h3> |
148 | | |
149 | | <p>Basic elements of linear state-space model. </p> |
150 | | <p>Parameter evolution model:</p> |
151 | | <p class="formulaDsp"> |
152 | | <img class="formulaDsp" alt="\[ x_t = A x_{t-1} + B u_t + Q^{1/2} e_t \]" src="form_36.png"/> |
153 | | </p> |
154 | | <p> Observation model: </p> |
155 | | <p class="formulaDsp"> |
156 | | <img class="formulaDsp" alt="\[ y_t = C x_{t-1} + C u_t + Q^{1/2} w_t. \]" src="form_37.png"/> |
157 | | </p> |
158 | | <p> Where $e_t$ and $w_t$ are independent vectors Normal(0,1)-distributed disturbances. </p> |