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function redform_screen(dirname, options_gsa_)
%function redform_map(dirname, options_gsa_)
% inputs (from opt_gsa structure
% anamendo = options_gsa_.namendo;
% anamlagendo = options_gsa_.namlagendo;
% anamexo = options_gsa_.namexo;
% iload = options_gsa_.load_redform;
%
% Written by Marco Ratto
% Joint Research Centre, The European Commission,
% marco.ratto@ec.europa.eu
% Copyright (C) 2012-2016 European Commission
% Copyright (C) 2012-2018 Dynare Team
%
% This file is part of Dynare.
%
% Dynare is free software: you can redistribute it and/or modify
% it under the terms of the GNU General Public License as published by
% the Free Software Foundation, either version 3 of the License, or
% (at your option) any later version.
%
% Dynare is distributed in the hope that it will be useful,
% but WITHOUT ANY WARRANTY; without even the implied warranty of
% MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
% GNU General Public License for more details.
%
% You should have received a copy of the GNU General Public License
% along with Dynare. If not, see <https://www.gnu.org/licenses/>.
global M_ oo_ estim_params_ options_ bayestopt_
% options_gsa_ = options_.opt_gsa;
anamendo = options_gsa_.namendo;
anamlagendo = options_gsa_.namlagendo;
anamexo = options_gsa_.namexo;
iload = options_gsa_.load_redform;
nliv = options_gsa_.morris_nliv;
pnames = M_.param_names(estim_params_.param_vals(:,1));
if nargin==0
dirname='';
end
load([dirname,'/',M_.fname,'_prior'],'lpmat','lpmat0','istable','T');
nspred=M_.nspred;
[kn, np]=size(lpmat);
nshock = length(bayestopt_.pshape)-np;
nsok = length(find(M_.lead_lag_incidence(M_.maximum_lag,:)));
js=0;
for j=1:size(anamendo,1)
namendo = deblank(anamendo(j,:));
iendo = strmatch(namendo, M_.endo_names(oo_.dr.order_var), 'exact');
iplo=0;
ifig=0;
for jx=1:size(anamexo,1)
namexo = deblank(anamexo(jx,:));
iexo = strmatch(namexo, M_.exo_names, 'exact');
if ~isempty(iexo)
y0=teff(T(iendo,iexo+nspred,:), kn, istable);
if ~isempty(y0)
if mod(iplo,9)==0
ifig = ifig+1;
hh = dyn_figure(options_.nodisplay, 'name', [namendo,[' vs. shocks '], int2str(ifig)]);
iplo = 0;
end
iplo = iplo+1;
js = js+1;
subplot(3, 3, iplo)
[SAmeas, SAMorris] = Morris_Measure_Groups(np+nshock, [lpmat0 lpmat], y0, nliv);
SAM = squeeze(SAMorris(nshock+1:end,1));
SA(:,js) = SAM./(max(SAM)+eps);
[saso, iso] = sort(-SA(:,js));
bar(SA(iso(1:min(np,10)),js))
set(gca,'xticklabel',' ','fontsize',10)
set(gca,'xlim',[0.5 10.5])
for ip=1:min(np,10)
text(ip,-0.02,pnames(iso(ip)),'rotation',90,'HorizontalAlignment','right','interpreter','none')
end
title([namendo,' vs. ',namexo],'interpreter','none')
if iplo==9
dyn_saveas(hh,[dirname,'/',M_.fname,'_', namendo,'_vs_shock_',num2str(ifig)],options_.nodisplay,options_.graph_format);
create_TeX_loader(options_,[dirname,'/',M_.fname,'_', namendo,'_vs_shock_',num2str(ifig)],ifig,[namendo,' vs. shocks ',int2str(ifig)],[namendo,'_vs_shock'],1)
end
end
end
end
if iplo<9 && iplo>0 && ifig
dyn_saveas(hh,[dirname,'/',M_.fname,'_', namendo,'_vs_shocks_',num2str(ifig)],options_.nodisplay,options_.graph_format);
create_TeX_loader(options_,[dirname,'/',M_.fname,'_', namendo,'_vs_shock_',num2str(ifig)],ifig,[namendo,' vs. shocks ',int2str(ifig)],[namendo,'_vs_shock'],options_.figures.textwidth*min(iplo/3))
end
iplo=0;
ifig=0;
for je=1:size(anamlagendo,1)
namlagendo=deblank(anamlagendo(je,:));
ilagendo=strmatch(namlagendo, M_.endo_names(oo_.dr.order_var(M_.nstatic+1:M_.nstatic+nsok)), 'exact');
if ~isempty(ilagendo)
y0=teff(T(iendo,ilagendo,:),kn,istable);
if ~isempty(y0)
if mod(iplo,9)==0
ifig=ifig+1;
hh=dyn_figure(options_.nodisplay,'name',[namendo,' vs. lagged endogenous ',int2str(ifig)]);
iplo=0;
end
iplo=iplo+1;
js=js+1;
subplot(3,3,iplo),
[SAmeas, SAMorris] = Morris_Measure_Groups(np+nshock, [lpmat0 lpmat], y0,nliv);
SAM = squeeze(SAMorris(nshock+1:end,1));
SA(:,js)=SAM./(max(SAM)+eps);
[saso, iso] = sort(-SA(:,js));
bar(SA(iso(1:min(np,10)),js))
%set(gca,'xticklabel',pnames(iso(1:min(np,10)),:),'fontsize',8)
set(gca,'xticklabel',' ','fontsize',10)
set(gca,'xlim',[0.5 10.5])
for ip=1:min(np,10)
text(ip,-0.02,deblank(pnames(iso(ip),:)),'rotation',90,'HorizontalAlignment','right','interpreter','none')
end
title([namendo,' vs. ',namlagendo,'(-1)'],'interpreter','none')
if iplo==9
dyn_saveas(hh,[dirname,'/',M_.fname,'_', namendo,'_vs_lags_',num2str(ifig)],options_.nodisplay,options_.graph_format);
create_TeX_loader(options_,[dirname,'/',M_.fname,'_', namendo,'_vs_lags_',num2str(ifig)],ifig,[namendo,' vs. lagged endogenous ',int2str(ifig)],[namendo,'_vs_lags'],1)
end
end
end
end
if iplo<9 && iplo>0 && ifig
dyn_saveas(hh,[dirname,'/',M_.fname,'_', namendo,'_vs_lags_',num2str(ifig)],options_.nodisplay,options_.graph_format);
create_TeX_loader(options_,[dirname,'/',M_.fname,'_', namendo,'_vs_lags_',num2str(ifig)],ifig,[namendo,' vs. lagged endogenous ',int2str(ifig)],[namendo,'_vs_lags'],options_.figures.textwidth*min(iplo/3))
end
end
hh=dyn_figure(options_.nodisplay,'Name','Reduced form screening');
%bar(SA)
% boxplot(SA','whis',10,'symbol','r.')
myboxplot(SA',[],'.',[],10)
set(gca,'xticklabel',' ','fontsize',10,'xtick',[1:np])
set(gca,'xlim',[0.5 np+0.5])
set(gca,'ylim',[0 1])
set(gca,'position',[0.13 0.2 0.775 0.7])
for ip=1:np
text(ip,-0.02,deblank(pnames(ip,:)),'rotation',90,'HorizontalAlignment','right','interpreter','none')
end
xlabel(' ')
ylabel('Elementary Effects')
title('Reduced form screening')
dyn_saveas(hh,[dirname,'/',M_.fname,'_redform_screen'],options_.nodisplay,options_.graph_format);
create_TeX_loader(options_,[dirname,'/',M_.fname,'_redform_screen'],1,'Reduced form screening','redform_screen',1)
function []=create_TeX_loader(options_,figpath,label_number,caption,label_name,scale_factor)
if nargin<6
scale_factor=1;
end
if options_.TeX && any(strcmp('eps',cellstr(options_.graph_format)))
fidTeX = fopen([figpath '.tex'],'w');
fprintf(fidTeX,'%% TeX eps-loader file generated by redform_screen.m (Dynare).\n');
fprintf(fidTeX,['%% ' datestr(now,0) '\n\n']);
fprintf(fidTeX,'\\begin{figure}[H]\n');
fprintf(fidTeX,'\\centering \n');
fprintf(fidTeX,'\\includegraphics[width=%2.2f\\textwidth]{%s}\n',scale_factor,strrep(figpath,'\','/'));
fprintf(fidTeX,'\\caption{%s.}',caption);
fprintf(fidTeX,'\\label{Fig:%s:%u}\n',label_name,label_number);
fprintf(fidTeX,'\\end{figure}\n\n');
fprintf(fidTeX,'%% End Of TeX file. \n');
fclose(fidTeX);
end
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