[Pomp-commits] r1140 - www/vignettes
noreply at r-forge.r-project.org
noreply at r-forge.r-project.org
Fri Mar 13 19:42:28 CET 2015
Author: kingaa
Date: 2015-03-13 19:42:28 +0100 (Fri, 13 Mar 2015)
New Revision: 1140
Modified:
www/vignettes/pompjss.Rnw
Log:
- fixed a typo
Modified: www/vignettes/pompjss.Rnw
===================================================================
--- www/vignettes/pompjss.Rnw 2015-03-12 11:34:29 UTC (rev 1139)
+++ www/vignettes/pompjss.Rnw 2015-03-13 18:42:28 UTC (rev 1140)
@@ -281,7 +281,7 @@
The POMP structure implies that this joint density is determined by the initial density, $f_{X_{0}}(x_{0};\theta)$, together with the conditional transition probability density, $f_{X_{n}|X_{n-1}}(x_{n}\given x_{n-1}\giventh\theta)$, and the measurement density, $f_{Y_{n}|X_{n}}(y_{n}\given x_{n}\giventh\theta)$, for $1\leq n\leq N$.
In particular, we have
\begin{equation}\label{eq:joint-dens}
- f_{X_{0:N},Y_{1:N}}(x_{0:n},y_{1:n};\theta) = f_{X_0}(x_0;\theta)\,\prod_{n=1}^N\!f_{X_n | X_{n-1}}(x_n|x_{n-1};\theta)\,f_{Y_n|X_n}(y_n|x_n;\theta).
+ f_{X_{0:N},Y_{1:N}}(x_{0:N},y_{1:N};\theta) = f_{X_0}(x_0;\theta)\,\prod_{n=1}^N\!f_{X_n | X_{n-1}}(x_n|x_{n-1};\theta)\,f_{Y_n|X_n}(y_n|x_n;\theta).
\end{equation}
Note that this formalism allows the transition density, $f_{X_{n}|X_{n-1}}$, and measurement density, $f_{Y_{n}|X_{n}}$, to depend explicitly on $n$.
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