| | 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> |