minor updates for identification part
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@ -3163,7 +3163,7 @@ b(Analysis)h(T)-13 b(o)t(olb)t(o)l(x)52 b(for)h(D)l(YNARE)1549
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@ -3419,21 +3419,21 @@ g(based)g(on)257 3777 y(theoretical)36 b(momen)m(ts)g(is)g(p)s
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@ -3442,26 +3442,34 @@ Fj(morris)p Fl(=1)864 1042 y Fj(morris)p 1219 1078 V
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@ -246,10 +246,10 @@ performs all the analyses required and displays results.
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Setting the option \verb"identification=1", an identification
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analysis based on theoretical moments is performed. Sensitivity plots are provided that
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allow to infer which parameters are most likely to be less
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identifiable.
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identifiable.
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Prerequisite for properly running all the identification routines, is the keyword
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\verb"identification;" in the DYNARE model file. This keyword triggers the computation of analytic derivatives of the model with respect to estimated parameters and shocks. This is required for options \verb"morris=0,2" below, which implement \cite{Iskrev2009} identification analysis.
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\verb"identification;" in the DYNARE model file. This keyword triggers the computation of analytic derivatives of the model with respect to estimated parameters and shocks. This is required for options \verb"morris=2" below, which implement \cite{Iskrev2009} identification analysis.
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\vspace{1cm}
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& & 1 = performs identification analysis:\\
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& & this forces \verb"redform"=0 and default\verb"morris"=1\\
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\verb"morris"& 1 & 1 = Screening analysis (Type II error)\\
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& & 0 = ANOVA Mapping (Type I error) and analytic derivatives\\
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& & 0 = ANOVA Mapping (Type I error)\\
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& & 2 = Analytic derivatives (similar to Type II error)\\
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\verb"morris_nliv"& 6 & number of levels in Morris design\\
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\verb"morris_ntra"& 20& number of trajectories in Morris design\\
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\verb"dynare_sensitivity(identification=1, morris=2);"
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\vspace{1cm}
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\noindent trigger the identification analysis using analytic derivatives \citep{Iskrev2009}.
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\noindent trigger the identification analysis using analytic derivatives \citep{Iskrev2009}, jointly with the mapping of the acceptable region.
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The identification analysis with derivatives can also be triggered by the commands
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\vspace{1cm}
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\noindent\verb"identification;"\\
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\verb"dynare_identification;"
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\vspace{1cm}
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This does not do the mapping of acceptable regions for the model and uses the standard random sampler of DYNARE. It completely offsets any use of the sensitivity analysis toolbox.
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\newpage
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\section{Directory structure}
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Sensitivity analysis results are saved on the hard-disk of the
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@ -29,8 +29,8 @@ TP361, IPSC, via E. Fermi 1\\21020 Ispra
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\texttt{marco.ratto@jrc.it}
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\thanks{The author gratefully thanks Christophe Planas, Kenneth Judd, Michel Juillard,
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Alessandro Rossi, Frank Schorfheide and the participants to the
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First Course on Global Sensitivity Analysis for Macroeconomic
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Models (Ispra, 16-17 March 2006) for interesting discussions and
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Courses on Global Sensitivity Analysis for Macroeconomic
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Models (Ispra, 2006-2007-2008) for interesting discussions and
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helpful suggestions.}}
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%%% To have the current date inserted, use \date{\today}:
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\begin{description}
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\item \textbf{Keywords}: Stability Mapping , Reduced form solution, DSGE models,
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Monte Carlo filtering,
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Global Sensitivity Analysis, High Dimensional Model Representation.
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Monte Carlo filtering, Global Sensitivity Analysis.
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\end{description}
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\end{abstract}
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\newpage
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\subsection{Identification analysis (under development)}
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Setting the option \verb"identification=1", an identification
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analysis based on theoretical moments, steady state gains and time
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of adjustment is performed. Sensitivity plots are provided that
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analysis based on theoretical moments is performed. Sensitivity plots are provided that
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allow to infer which parameters are most likely to be less
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identifiable. \vspace{1cm}
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identifiable.
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Prerequisite for properly running all the identification routines, is the keyword
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\verb"identification;" in the DYNARE model file. This keyword triggers the computation of analytic derivatives of the model with respect to estimated parameters and shocks. This is required for options \verb"morris=0,2" below, which implement \cite{Iskrev2009} identification analysis.
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\vspace{1cm}
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\begin{tabular}{r|l|l}
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option name & default & description \\ \hline
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@ -256,7 +259,7 @@ identifiable. \vspace{1cm}
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& & 1 = performs identification analysis:\\
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& & this forces \verb"redform"=0 and default\verb"morris"=1\\
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\verb"morris"& 1 & 1 = Screening analysis (Type II error)\\
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& & 0 = ANOVA Mapping (Type I error) and analytic derivatives\\
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& & 0 = ANOVA Mapping (Type I error)\\
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& & 2 = Analytic derivatives (similar to Type II error)\\
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\verb"morris_nliv"& 6 & number of levels in Morris design\\
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\verb"morris_ntra"& 20& number of trajectories in Morris design\\
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@ -266,6 +269,15 @@ identifiable. \vspace{1cm}
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& & 2 = rank-transformation\\\hline
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\end{tabular}
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\vspace{1cm}
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\noindent For example, the following commands in the DYNARE model file
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\vspace{1cm}
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\noindent\verb"identification;"\\
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\verb"dynare_sensitivity(identification=1, morris=2);"
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\vspace{1cm}
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\noindent trigger the identification analysis using analytic derivatives \citep{Iskrev2009}.
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\newpage
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\section{Directory structure}
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Loading…
Reference in New Issue