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\title{Elementary Bayesian Analysis}
\author{N.N  \\ 
       {\it n.n@helsinki.fi}}


\begin{document}
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\section*{Exercise example}

First, describe shortly,
\begin{itemize}
\item basic idea in the exercise 
\item the model you're constructing 
\item equations
\item the results.
\end{itemize}

\begin{verbatim}
The code can be copy pasted inside the verbatim field.
Latex displays all the characters (also, for example, \,/,&) 
as written.
\end{verbatim}

Add figures related to this exercise in this section, not in the
abstract or in attachment. Remember the caption for the figure, as in
the figure \ref{fig_example}. 

From this part you obtain 0-5 points per exercise, so be clear on your
writing. Remember that it is you, who suffers the most if assistant
does not understand your text.

\begin{figure}
  \begin{center}
    \subfigure[An example of disease mapping]{
      \label{fig_spatial}
      \includegraphics[]{fig_ex29prior}
    }
    ~
    \subfigure[An example of classification]{
      \label{fig_classification}
      \includegraphics[]{fig_ex29posterior}
    }
    \caption{Two examples of the applications of Bayesian    %Here you can add the caption text for the figure.
      modeling. In the figure \ref{fig_spatial}, there is presented an
      example of the disease mapping problem, where the object is to
      study the spatial variations on the incidence/mortality risk of
      diseases. The map shows the spatial variations in the relative
      mortality risk of cerebral vascular diseases compared to the
      averige mortality level in Finland. The figure
      \ref{fig_classification} is an example of a classification
      problem. The contours show the probability for a point in two
      dimensions belonging to class one (the red
      markers). The figure is from a toy problem, but classification
      is a  general type of problem for wide variety of real world
      applications.}\label{fig_example}  
 \end{center}
\end{figure}

\subsection*{Discussion}

Here, you may add discussion on the exercise. Possible topics for the
discussion are, for example:

\begin{itemize}
\item What were the assumptions on the model/solution. Do you agree or
  disagree  with them?
\item Would you improve the model? If yes, how? If no, why?
\item Could you imagine using this kind of model in real life? Where?
\item What did you learn from the exercise?
\item Did you find the exercise usefull? Explain.
\end{itemize}

\textbf{Note}! The above list does not reflect all the things you
should include in the discussion. There are just few ideas to help you
find a topic for it.

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