dynare/matlab/gsa/map_ident_.m

1577 lines
62 KiB
Matlab

function map_ident_(OutputDirectoryName,opt_gsa)
% 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 <http://www.gnu.org/licenses/>.
global bayestopt_ M_ options_ estim_params_ oo_
% opt_gsa = options_.opt_gsa;
fname_ = M_.fname;
nliv = opt_gsa.morris_nliv;
ntra = opt_gsa.morris_ntra;
itrans = opt_gsa.trans_ident;
np = estim_params_.np;
if opt_gsa.load_ident_files
gsa_flag=0;
else
gsa_flag=-2;
end
pnames = M_.param_names(estim_params_.param_vals(:,1));
if opt_gsa.pprior
filetoload=[OutputDirectoryName '/' fname_ '_prior'];
else
filetoload=[OutputDirectoryName '/' fname_ '_mc'];
end
load(filetoload,'lpmat','lpmat0','istable','T','yys','nspred','nboth','nfwrd')
if ~isempty(lpmat0)
lpmatx=lpmat0(istable,:);
else
lpmatx=[];
end
Nsam = size(lpmat,1);
nshock = size(lpmat0,2);
npT = np+nshock;
fname_ = M_.fname;
if opt_gsa.load_ident_files==0
% th moments
% options_.ar = min(3,options_.ar);
mss = yys(bayestopt_.mfys,:);
mss = teff(mss(:,istable),Nsam,istable);
yys = teff(yys(oo_.dr.order_var,istable),Nsam,istable);
if exist('T')
[vdec, cc, ac] = mc_moments(T, lpmatx, oo_.dr);
else
return
end
if opt_gsa.morris==2
pdraws = dynare_identification(options_.options_ident,[lpmatx lpmat(istable,:)]);
% [pdraws, TAU, GAM] = dynare_identification(options_.options_ident,[lpmatx lpmat(istable,:)]);
if ~isempty(pdraws) && max(max(abs(pdraws-[lpmatx lpmat(istable,:)])))==0
disp(['Sample check OK ', num2str(max(max(abs(pdraws-[lpmatx lpmat(istable,:)]))))]),
clear pdraws;
end
% for j=1:length(istable), gas(:,j)=[vech(cc(:,:,j)); vec(ac(:,:,j))]; end
% if ~isempty(mss),
% gas = [mss(istable,:)'; gas];
% end
% if max(max(abs(GAM-gas)))<=1.e-8,
% disp(['Moments check OK ',num2str(max(max(abs(GAM-gas))))]),
clear GAM gas
% end
end
if opt_gsa.morris~=1 & M_.exo_nbr>1
ifig=0;
for j=1:M_.exo_nbr
if mod(j,6)==1
hh=dyn_figure(options_.nodisplay,'name',['Variance decomposition shocks']);
ifig=ifig+1;
iplo=0;
end
iplo=iplo+1;
subplot(2,3,iplo)
myboxplot(squeeze(vdec(:,j,:))',[],'.',[],10)
% boxplot(squeeze(vdec(:,j,:))','whis',10,'symbol','.r')
set(gca,'xticklabel',' ','fontsize',10,'xtick',[1:size(options_.varobs,1)])
set(gca,'xlim',[0.5 size(options_.varobs,1)+0.5])
set(gca,'ylim',[-2 102])
for ip=1:size(options_.varobs,1)
text(ip,-4,deblank(options_.varobs(ip,:)),'rotation',90,'HorizontalAlignment','right','interpreter','none')
end
xlabel(' ')
ylabel(' ')
title(M_.exo_names{j},'interpreter','none')
if mod(j,6)==0 | j==M_.exo_nbr
dyn_saveas(hh,[OutputDirectoryName,'/',fname_,'_vdec_exo_',int2str(ifig)],options_.nodisplay,options_.graph_format);
create_TeX_loader(options_,[OutputDirectoryName,'/',fname_,'_vdec_exo_',int2str(ifig)],ifig,['Variance decomposition shocks'],'vdec_exo',options_.figures.textwidth*min(iplo/3,1))
end
end
end
for j=1:size(cc,1)
cc(j,j,:)=stand_(squeeze(log(cc(j,j,:))))./2;
end
[vdec, j0, ir_vdec, ic_vdec] = teff(vdec,Nsam,istable);
[cc, j0, ir_cc, ic_cc] = teff(cc,Nsam,istable);
[ac, j0, ir_ac, ic_ac] = teff(ac,Nsam,istable);
[nr1, nc1, nnn] = size(T);
endo_nbr = M_.endo_nbr;
nstatic = M_.nstatic;
nspred = M_.nspred;
iv = (1:endo_nbr)';
ic = [ nstatic+(1:nspred) endo_nbr+(1:size(oo_.dr.ghx,2)-nspred) ]';
dr.ghx = T(:, [1:(nc1-M_.exo_nbr)],1);
dr.ghu = T(:, [(nc1-M_.exo_nbr+1):end], 1);
[Aa,Bb] = kalman_transition_matrix(dr,iv,ic,M_.exo_nbr);
% bayestopt_.restrict_var_list, ...
% bayestopt_.restrict_columns, ...
% bayestopt_.restrict_aux, M_.exo_nbr);
A = zeros(size(Aa,1),size(Aa,2)+size(Aa,1),length(istable));
% Sig(estim_params_.var_exo(:,1))=lpmatx(1,:).^2;
if ~isempty(lpmatx)
set_shocks_param(lpmatx(1,:));
end
A(:,:,1)=[Aa, triu(Bb*M_.Sigma_e*Bb')];
for j=2:length(istable)
dr.ghx = T(:, [1:(nc1-M_.exo_nbr)],j);
dr.ghu = T(:, [(nc1-M_.exo_nbr+1):end], j);
[Aa,Bb] = kalman_transition_matrix(dr, iv, ic, M_.exo_nbr);
% bayestopt_.restrict_var_list, ...
% bayestopt_.restrict_columns, ...
% bayestopt_.restrict_aux, M_.exo_nbr);
if ~isempty(lpmatx)
set_shocks_param(lpmatx(j,:));
end
A(:,:,j)=[Aa, triu(Bb*M_.Sigma_e*Bb')];
end
clear T
clear lpmatx
[nr,nc,nn]=size(A);
io=bayestopt_.mf2;
% T1=A(io,1:nr,:);
% ino=find(~ismember([1:nr],io));
% T2=A(ino,1:nr,:);
R=A(:,nr+1:nc,:);
% [tadj, iff] = gsa_speed(A(1:nr,1:nr,:),R,io,0.5);
% [tadj, j0, ir_tadj, ic_tadj] = teff(tadj,Nsam,istable);
% [iff, j0, ir_if, ic_if] = teff(iff,Nsam,istable);
[yt, j0]=teff(A,Nsam,istable);
yt = [yys yt];
if opt_gsa.morris==2
% iii=find(std(yt(istable,:))>1.e-8);
% if max(max(abs(TAU-yt(istable,iii)')))<= 1.e-8,
% err = max(max(abs(TAU-yt(istable,iii)')));
% disp(['Model check OK ',num2str(err)]),
clear TAU A
% end
else
clear A
end
% [yt1, j01]=teff(T1,Nsam,istable);
% [yt2, j02]=teff(T2,Nsam,istable);
% [ytr, j0r]=teff(R,Nsam,istable);
%
% yt=[yt1 yt2 ytr];
save([OutputDirectoryName,'/',fname_,'_main_eff.mat'],'ac','cc','vdec','yt','mss')
else
if opt_gsa.morris==2
% [pdraws, TAU, GAM] = dynare_identification([1:npT]); %,[lpmatx lpmat(istable,:)]);
% [pdraws, TAU, GAM] = dynare_identification(options_.options_ident);
pdraws = dynare_identification(options_.options_ident);
end
load([OutputDirectoryName,'/',fname_,'_main_eff.mat'],'ac','cc','vdec','yt','mss')
end
% for j=1:nr,
% for i=1:nc,
% y0=squeeze(A(j,i,:));
% if max(y0)-min(y0)>1.e-10,
% j0=j0+1;
% y1=ones(size(lpmat,1),1)*NaN;
% y1(istable,1)=y0;
% yt(:,j0)=y1;
% end
% end
% end
% yt = yt(:,j0);
if opt_gsa.morris==1
%OutputDir = CheckPath('gsa/screen');
if ~isempty(vdec)
if opt_gsa.load_ident_files==0
SAMorris = [];
for i=1:size(vdec,2)
[SAmeas, SAMorris(:,:,i)] = Morris_Measure_Groups(npT, [lpmat0 lpmat], vdec(:,i),nliv);
end
SAvdec = squeeze(SAMorris(:,1,:))';
save([OutputDirectoryName,'/',fname_,'_morris_IDE.mat'],'SAvdec','vdec','ir_vdec','ic_vdec')
else
load([OutputDirectoryName,'/',fname_,'_morris_IDE'],'SAvdec','vdec','ir_vdec','ic_vdec')
end
hh = dyn_figure(options_.nodisplay,'name','Screening identification: variance decomposition');
% boxplot(SAvdec,'whis',10,'symbol','r.')
myboxplot(SAvdec,[],'.',[],10)
set(gca,'xticklabel',' ','fontsize',10,'xtick',[1:npT])
set(gca,'xlim',[0.5 npT+0.5])
ydum = get(gca,'ylim');
set(gca,'ylim',[0 ydum(2)])
set(gca,'position',[0.13 0.2 0.775 0.7])
for ip=1:npT
text(ip,-2,bayestopt_.name{ip},'rotation',90,'HorizontalAlignment','right','interpreter','none')
end
xlabel(' ')
title('Elementary effects variance decomposition')
dyn_saveas(hh,[OutputDirectoryName,'/',fname_,'_morris_vdec'],options_.nodisplay,options_.graph_format);
create_TeX_loader(options_,[OutputDirectoryName,'/',fname_,'_morris_vdec'],1,'Screening identification: variance decomposition','morris_vdec',1)
else
save([OutputDirectoryName,'/',fname_,'_morris_IDE.mat'],'vdec')
end
% ifig = 0;
% for j=1:size(options_.varobs,1)
% if mod(j,6)==1
% figure('name',['EET variance decomposition observed variables']);
% ifig=ifig+1;
% iplo=0;
% end
% iplo=iplo+1;
% subplot(3,2,iplo)
% iv = find(ir_vdec==j);
% if ~isempty(iv)
% if length(iv)>1
% % boxplot(SAvdec(iv,:),'whis',3,'symbol','r.');
% myboxplot(SAvdec(iv,:),[],'.',[],3)
% else
% plot(SAvdec(iv,:),'r.');
% end
% set(gca,'xticklabel',' ','fontsize',10,'xtick',[1:npT])
% set(gca,'xlim',[0.5 npT+0.5])
% ydum = get(gca,'ylim');
% set(gca,'ylim',[0 ydum(2)])
% for ip=1:npT,
% text(ip,-2,bayestopt_.name{ip},'rotation',90,'HorizontalAlignment','right','interpreter','none')
% end
% xlabel(' ')
% end
% title(options_.varobs(j,:),'interpreter','none')
% if mod(j,6)==0 | j==size(options_.varobs,1)
% saveas(gcf,[OutputDirectoryName,'/',fname_,'_morris_vdec_varobs_',int2str(ifig)])
% eval(['print -depsc2 ' OutputDirectoryName '/' fname_ '_morris_vdec_varobs_',int2str(ifig)]);
% eval(['print -dpdf ' OutputDirectoryName '/' fname_ '_morris_vdec_varobs_',int2str(ifig)]);
% close(gcf)
% end
% end
%
% ifig = 0;
% for j=1:M_.exo_nbr,
% if mod(j,6)==1
% figure('name',['EET variance decomposition shocks']);
% ifig=ifig+1;
% iplo=0;
% end
% iplo=iplo+1;
% subplot(3,2,iplo)
% iv = find(ic_vdec==j);
% if ~isempty(iv)
% if length(iv)>1
% % boxplot(SAvdec(iv,:),'whis',3,'symbol','r.');
% myboxplot(SAvdec(iv,:),[],'.',[],3)
% else
% plot(SAvdec(iv,:),'r.');
% end
% set(gca,'xticklabel',' ','fontsize',10,'xtick',[1:npT])
% set(gca,'xlim',[0.5 npT+0.5])
% ydum = get(gca,'ylim');
% set(gca,'ylim',[0 ydum(2)])
% for ip=1:npT,
% text(ip,-2,bayestopt_.name{ip},'rotation',90,'HorizontalAlignment','right','interpreter','none')
% end
% xlabel(' ')
% end
% title(M_.exo_names(j,:),'interpreter','none')
% if mod(j,6)==0 | j==M_.exo_nbr,
% saveas(gcf,[OutputDirectoryName,'/',fname_,'_morris_vdec_exo_',int2str(ifig)])
% eval(['print -depsc2 ' OutputDirectoryName '/' fname_ '_morris_vdec_exo_',int2str(ifig)]);
% eval(['print -dpdf ' OutputDirectoryName '/' fname_ '_morris_vdec_exo_',int2str(ifig)]);
% close(gcf),
% end
% end
if opt_gsa.load_ident_files==0
SAMorris = [];
ccac = [mss cc ac];
for i=1:size(ccac,2)
[SAmeas, SAMorris(:,:,i)] = Morris_Measure_Groups(npT, [lpmat0 lpmat], [ccac(:,i)],nliv);
end
SAcc = squeeze(SAMorris(:,1,:))';
SAcc = SAcc./(max(SAcc')'*ones(1,npT));
save([OutputDirectoryName,'/',fname_,'_morris_IDE.mat'],'SAcc','cc','ir_cc','ic_cc','-append')
save([OutputDirectoryName,'/',fname_,'_morris_IDE.mat'],'ac','ir_ac','ic_ac','-append')
else
load([OutputDirectoryName,'/',fname_,'_morris_IDE'],'SAcc','cc','ir_cc','ic_cc')
load([OutputDirectoryName,'/',fname_,'_morris_IDE'],'ac','ir_ac','ic_ac')
end
hh=dyn_figure(options_.nodisplay,'name','Screening identification: theoretical moments');
% boxplot(SAcc,'whis',10,'symbol','r.')
myboxplot(SAcc,[],'.',[],10)
set(gca,'xticklabel',' ','fontsize',10,'xtick',[1:npT])
set(gca,'xlim',[0.5 npT+0.5])
ydum = get(gca,'ylim');
set(gca,'ylim',[0 1])
set(gca,'position',[0.13 0.2 0.775 0.7])
for ip=1:npT
text(ip,-0.02,bayestopt_.name{ip},'rotation',90,'HorizontalAlignment','right','interpreter','none')
end
xlabel(' ')
title('Elementary effects in the moments')
dyn_saveas(hh,[OutputDirectoryName,'/',fname_,'_morris_moments'],options_.nodisplay,options_.graph_format);
create_TeX_loader(options_,[OutputDirectoryName,'/',fname_,'_morris_moments'],1,'Screening identification: theoretical moments','morris_moments',1)
% close(gcf),
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% MORRIS FOR DERIVATIVES
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% if opt_gsa.load_ident_files==0,
% for j=1:npT,
% SAMorris = [];
% ddd=NaN(size(lpmat,1),size(JJ,1));
% ddd(istable,:) = squeeze(JJ(:,j,:))';
% for i=1:size(ddd,2),
% [SAmeas, SAMorris(:,:,i)] = Morris_Measure_Groups(npT, [lpmat0 lpmat], [ddd(:,i)],nliv);
% end
% SAddd(:,:,j) = squeeze(SAMorris(:,1,:))';
% SAddd(:,:,j) = SAddd(:,:,j)./(max(SAddd(:,:,j)')'*ones(1,npT));
% sad(:,j) = median(SAddd(find(~isnan(squeeze(SAddd(:,1,j)))),:,j))';
% end
% save([OutputDirectoryName,'/',fname_,'_morris_IDE'],'SAddd','sad','-append')
% else
% load([OutputDirectoryName,'/',fname_,'_morris_IDE'],'SAddd','sad')
% end
% figure,
% contourf(sad,10), colorbar
% set(gca,'xticklabel',' ','fontsize',10,'xtick',[1:npT])
% set(gca,'yticklabel',' ','fontsize',10,'ytick',[1:npT])
% for ip=1:npT,
% text(ip,0.9,['D(',bayestopt_.name{ip},')'],'rotation',90,'HorizontalAlignment','right','interpreter','none')
% text(0.9,ip,[bayestopt_.name{ip}],'rotation',0,'HorizontalAlignment','right','interpreter','none')
% end
% [m,im]=max(sad);
% iii = find((im-[1:npT])==0);
% disp('Most identified params')
% disp(bayestopt_.name(iii))
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% END OF MORRIS FOR DERIVATIVES
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% ifig = 0;
% for j=1:size(options_.varobs,1)
% if mod(j,6)==1
% figure('name',['EET cross-correlations']);
% ifig=ifig+1;
% iplo=0;
% end
% iplo=iplo+1;
% subplot(3,2,iplo)
% iv = find(ir_cc==j);
% iv = [iv; find(ic_cc==j)];
% if ~isempty(iv)
% if length(iv)>1
% % boxplot(SAcc(iv,:),'whis',3,'symbol','r.');
% myboxplot(SAcc(iv,:),[],'.',[],3)
% else
% plot(SAcc(iv,:),'r.');
% end
% set(gca,'xticklabel',' ','fontsize',10,'xtick',[1:npT])
% set(gca,'xlim',[0.5 npT+0.5])
% ydum = get(gca,'ylim');
% set(gca,'ylim',[0 ydum(2)])
% for ip=1:npT,
% text(ip,-0.02,bayestopt_.name{ip},'rotation',90,'HorizontalAlignment','right','interpreter','none')
% end
% xlabel(' ')
% end
% title(options_.varobs(j,:),'interpreter','none')
% if mod(j,6)==0 | j==size(options_.varobs,1)
% saveas(gcf,[OutputDirectoryName,'/',fname_,'_morris_cc_',int2str(ifig)])
% eval(['print -depsc2 ' OutputDirectoryName '/' fname_ '_morris_cc_',int2str(ifig)]);
% eval(['print -dpdf ' OutputDirectoryName '/' fname_ '_morris_cc_',int2str(ifig)]);
% close(gcf),
% end
% end
% if opt_gsa.load_ident_files==0,
% SAMorris = [];
% for i=1:size(ac,2),
% [SAmeas, SAMorris(:,:,i)] = Morris_Measure_Groups(npT, [lpmat0 lpmat], ac(:,i),nliv);
% end
% %end
% SAac = squeeze(SAMorris(:,1,:))';
% save([OutputDirectoryName,'/',fname_,'_morris_IDE'],'SAac','ac','ir_ac','ic_ac','-append')
% else
% load([OutputDirectoryName,'/',fname_,'_morris_IDE'],'SAac','ac','ir_ac','ic_ac')
% end
% figure,
% % boxplot(SAac,'whis',10,'symbol','r.')
% myboxplot(SAac,[],'.',[],10)
% set(gca,'xticklabel',' ','fontsize',10,'xtick',[1:npT])
% set(gca,'xlim',[0.5 npT+0.5])
% ydum = get(gca,'ylim');
% set(gca,'ylim',[0 ydum(2)])
% set(gca,'position',[0.13 0.2 0.775 0.7])
% for ip=1:npT,
% text(ip,-0.02,bayestopt_.name{ip},'rotation',90,'HorizontalAlignment','right','interpreter','none')
% end
% xlabel(' ')
% title('EET All auto-correlations')
% saveas(gcf,[OutputDirectoryName,'/',fname_,'_morris_ac'])
% eval(['print -depsc2 ' OutputDirectoryName '/' fname_ '_morris_ac']);
% eval(['print -dpdf ' OutputDirectoryName '/' fname_ '_morris_ac']);
% close(gcf),
% ifig = 0;
% for j=1:size(options_.varobs,1)
% if mod(j,6)==1
% figure('name',['EET auto-correlations']);
% ifig=ifig+1;
% iplo=0;
% end
% iplo=iplo+1;
% subplot(3,2,iplo)
% iv = find(ir_ac==j);
% if ~isempty(iv)
% if length(iv)>1
% % boxplot(SAac(iv,:),'whis',3,'symbol','r.');
% myboxplot(SAac(iv,:),[],'.',[],3)
% else
% plot(SAac(iv,:),'r.');
% end
% set(gca,'xticklabel',' ','fontsize',10,'xtick',[1:npT])
% set(gca,'xlim',[0.5 npT+0.5])
% ydum = get(gca,'ylim');
% set(gca,'ylim',[0 ydum(2)])
% for ip=1:npT,
% text(ip,-0.02,bayestopt_.name{ip},'rotation',90,'HorizontalAlignment','right','interpreter','none')
% end
% xlabel(' ')
% end
% title(options_.varobs(j,:),'interpreter','none')
% if mod(j,6)==0 | j==size(options_.varobs,1)
% saveas(gcf,[OutputDirectoryName,'/',fname_,'_morris_ac_',int2str(ifig)])
% eval(['print -depsc2 ' OutputDirectoryName '/' fname_ '_morris_ac_',int2str(ifig)]);
% eval(['print -dpdf ' OutputDirectoryName '/' fname_ '_morris_ac_',int2str(ifig)]);
% close(gcf),
% end
% end
% if opt_gsa.load_ident_files==0,
% js=0;
% %for j=1:size(tadj,1),
% SAMorris = [];
% for i=1:size(tadj,2),
% js=js+1;
% [SAmeas, SAMorris(:,:,js)] = Morris_Measure_Groups(npT, [lpmat0 lpmat], tadj(:,i),nliv);
% end
% %end
% SAM = squeeze(SAMorris(nshock+1:end,1,:));
% for j=1:js,
% SAtadj(:,j)=SAM(:,j)./(max(SAM(:,j))+eps);
% end
% SAtadj = SAtadj';
% save([OutputDirectoryName,'/',fname_,'_morris_IDE'],'SAtadj','tadj','ir_tadj','ic_tadj','-append')
% else
% load([OutputDirectoryName,'/',fname_,'_morris_IDE'],'SAtadj','tadj','ir_tadj','ic_tadj')
% end
% if opt_gsa.load_ident_files==0,
% js=0;
% SAMorris = [];
% for i=1:size(iff,2),
% js=js+1;
% [SAmeas, SAMorriss(:,:,js)] = Morris_Measure_Groups(npT, [lpmat0 lpmat], iff(:,i),nliv);
% end
% SAM = squeeze(SAMorriss(nshock+1:end,1,:));
% for j=1:js,
% SAIF(:,j)=SAM(:,j)./(max(SAM(:,j))+eps);
% end
% SAIF = SAIF';
% save([OutputDirectoryName,'/',fname_,'_morris_IDE'],'SAIF','iff','ir_if','ic_if','-append')
% else
% load([OutputDirectoryName,'/',fname_,'_morris_IDE'],'SAIF','iff','ir_if','ic_if')
% end
% figure,
% %bar(SAtadj),
% % boxplot(SAtadj,'whis',10,'symbol','r.')
% myboxplot(SAtadj,[],'.',[],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(' ')
% title('All half-life')
% saveas(gcf,[OutputDirectoryName,'/',fname_,'_morris_tadj'])
% eval(['print -depsc2 ' OutputDirectoryName '/' fname_ '_morris_tadj']);
% eval(['print -dpdf ' OutputDirectoryName '/' fname_ '_morris_tadj']);
% close(gcf),
% ifig = 0;
% for j=1:size(options_.varobs,1)
% if mod(j,6)==1
% figure('name',['EET speed of adjustment observed variables']);
% ifig=ifig+1;
% iplo=0;
% end
% iplo=iplo+1;
% subplot(3,2,iplo)
% iv = find(ir_tadj==j);
% if ~isempty(iv)
% if length(iv)>1
% % boxplot(SAtadj(iv,:),'whis',3,'symbol','r.');
% myboxplot(SAtadj(iv,:),[],'.',[],3)
% else
% plot(SAtadj(iv,:),'r.');
% end
% set(gca,'xticklabel',' ','fontsize',10,'xtick',[1:np])
% set(gca,'xlim',[0.5 np+0.5])
% ydum = get(gca,'ylim');
% set(gca,'ylim',[0 ydum(2)])
% for ip=1:np,
% text(ip,-0.02,deblank(pnames(ip,:)),'rotation',90,'HorizontalAlignment','right','interpreter','none')
% end
% xlabel(' ')
% end
% title(options_.varobs(j,:),'interpreter','none')
% if mod(j,6)==0 | j==size(options_.varobs,1)
% saveas(gcf,[OutputDirectoryName,'/',fname_,'_morris_tadj_varobs_',int2str(ifig)])
% eval(['print -depsc2 ' OutputDirectoryName '/' fname_ '_morris_tadj_varobs_',int2str(ifig)]);
% eval(['print -dpdf ' OutputDirectoryName '/' fname_ '_morris_tadj_varobs_',int2str(ifig)]);
% close(gcf),
% end
% end
% ifig = 0;
% for j=1:M_.exo_nbr,
% if mod(j,6)==1
% figure('name',['EET speed of adjustment shocks']);
% ifig=ifig+1;
% iplo=0;
% end
% iplo=iplo+1;
% subplot(3,2,iplo)
% iv = find(ic_tadj==j);
% if ~isempty(iv)
% if length(iv)>1
% % boxplot(SAtadj(iv,:),'whis',3,'symbol','r.');
% myboxplot(SAtadj(iv,:),[],'.',[],3)
% else
% plot(SAtadj(iv,:),'r.');
% end
% set(gca,'xticklabel',' ','fontsize',10,'xtick',[1:np])
% set(gca,'xlim',[0.5 np+0.5])
% ydum = get(gca,'ylim');
% set(gca,'ylim',[0 ydum(2)])
% for ip=1:np,
% text(ip,-0.02,deblank(pnames(ip,:)),'rotation',90,'HorizontalAlignment','right','interpreter','none')
% end
% xlabel(' ')
% end
% title(M_.exo_names(j,:),'interpreter','none')
% if mod(j,6)==0 | j==M_.exo_nbr,
% saveas(gcf,[OutputDirectoryName,'/',fname_,'_morris_tadj_exo_',int2str(ifig)])
% eval(['print -depsc2 ' OutputDirectoryName '/' fname_ '_morris_tadj_exo_',int2str(ifig)]);
% eval(['print -dpdf ' OutputDirectoryName '/' fname_ '_morris_tadj_exo_',int2str(ifig)]);
% close(gcf),
% end
% end
% figure,
% %bar(SAIF),
% % boxplot(SAIF,'whis',10,'symbol','r.')
% myboxplot(SAIF,[],'.',[],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('Steady state gains (impact factors)')
% saveas(gcf,[OutputDirectoryName,'/',fname_,'_morris_gain'])
% eval(['print -depsc2 ' OutputDirectoryName '/' fname_ '_morris_gain']);
% eval(['print -dpdf ' OutputDirectoryName '/' fname_ '_morris_gain']);
% close(gcf),
%figure, bar(SAIF'), title('All Gain Relationships')
% ifig = 0;
% for j=1:size(options_.varobs,1)
% if mod(j,6)==1
% figure('name',['EET steady state gain observed series']);
% ifig=ifig+1;
% iplo=0;
% end
% iplo=iplo+1;
% subplot(3,2,iplo)
% iv = find(ir_if==j);
% if ~isempty(iv)
% if length(iv)>1
% % boxplot(SAIF(iv,:),'whis',10,'symbol','r.');
% myboxplot(SAIF(iv,:),[],'.',[],10)
% else
% plot(SAIF(iv,:),'r.');
% end
% set(gca,'xticklabel',' ','fontsize',10,'xtick',[1:np])
% set(gca,'xlim',[0.5 np+0.5])
% ydum = get(gca,'ylim');
% set(gca,'ylim',[0 ydum(2)])
% for ip=1:np,
% text(ip,-0.02,deblank(pnames(ip,:)),'rotation',90,'HorizontalAlignment','right','interpreter','none')
% end
% xlabel(' ')
% end
% title(options_.varobs(j,:),'interpreter','none')
% if mod(j,6)==0 | j==size(options_.varobs,1)
% saveas(gcf,[OutputDirectoryName,'/',fname_,'_morris_gain_varobs_',int2str(ifig)])
% eval(['print -depsc2 ' OutputDirectoryName '/' fname_ '_morris_gain_varobs_',int2str(ifig)]);
% eval(['print -dpdf ' OutputDirectoryName '/' fname_ '_morris_gain_varobs_',int2str(ifig)]);
% close(gcf),
% end
% end
%
% ifig = 0;
% for j=1:M_.exo_nbr,
% if mod(j,6)==1
% figure('name',['EET steady state gain shocks']);
% ifig=ifig+1;
% iplo=0;
% end
% iplo=iplo+1;
% subplot(3,2,iplo)
% iv = find(ic_if==j);
% if ~isempty(iv)
% if length(iv)>1
% % boxplot(SAIF(iv,:),'whis',3,'symbol','r.');
% myboxplot(SAIF(iv,:),[],'.',[],3)
% else
% plot(SAIF(iv,:),'r.');
% end
% set(gca,'xticklabel',' ','fontsize',10,'xtick',[1:np])
% set(gca,'xlim',[0.5 np+0.5])
% ydum = get(gca,'ylim');
% set(gca,'ylim',[0 ydum(2)])
% for ip=1:np,
% text(ip,-0.02,deblank(pnames(ip,:)),'rotation',90,'HorizontalAlignment','right','interpreter','none')
% end
% xlabel(' ')
% end
% title(M_.exo_names(j,:),'interpreter','none')
% if mod(j,6)==0 | j==M_.exo_nbr,
% saveas(gcf,[OutputDirectoryName,'/',fname_,'_morris_gain_exo_',int2str(ifig)])
% eval(['print -depsc2 ' OutputDirectoryName '/' fname_ '_morris_gain_exo_',int2str(ifig)]);
% eval(['print -dpdf ' OutputDirectoryName '/' fname_ '_morris_gain_exo_',int2str(ifig)]);
% close(gcf),
% end
% end
if opt_gsa.load_ident_files==0
SAMorris = [];
for j=1:j0
[SAmeas, SAMorris(:,:,j)] = Morris_Measure_Groups(npT, [lpmat0 lpmat], yt(:,j),nliv);
end
% SAM = squeeze(SAMorris(nshock+1:end,1,:));
SAM = squeeze(SAMorris(1:end,1,:));
for j=1:j0
SAnorm(:,j)=SAM(:,j)./max(SAM(:,j));
irex(j)=length(find(SAnorm(:,j)>0.01));
end
[dum, irel]=sort(irex);
% SAMmu = squeeze(SAMorris(nshock+1:end,2,:));
SAMmu = squeeze(SAMorris(1:end,2,:));
for j=1:j0
SAmunorm(:,j)=SAMmu(:,j)./max(SAM(:,j)); % normalised w.r.t. mu*
end
% SAMsig = squeeze(SAMorris(nshock+1:end,3,:));
SAMsig = squeeze(SAMorris(1:end,3,:));
for j=1:j0
SAsignorm(:,j)=SAMsig(:,j)./max(SAMsig(:,j));
end
save([OutputDirectoryName,'/',fname_,'_morris_IDE.mat'],'SAnorm','SAmunorm','SAsignorm','-append')
else
load([OutputDirectoryName,'/',fname_,'_morris_IDE'],'SAnorm','SAmunorm','SAsignorm')
end
hh=dyn_figure(options_.nodisplay,'name','Screening identification: model'); %bar(SAnorm(:,irel))
% boxplot(SAnorm','whis',10,'symbol','r.')
myboxplot(SAnorm',[],'.',[],10)
set(gca,'xticklabel',' ','fontsize',10,'xtick',[1:npT])
set(gca,'xlim',[0.5 npT+0.5])
set(gca,'ylim',[0 1])
set(gca,'position',[0.13 0.2 0.775 0.7])
xlabel(' ')
for ip=1:npT
% text(ip,-0.02,deblank(pnames(ip,:)),'rotation',90,'HorizontalAlignment','right','interpreter','none')
text(ip,-0.02,bayestopt_.name{ip},'rotation',90,'HorizontalAlignment','right','interpreter','none')
end
xlabel(' ')
title('Elementary effects in the model')
dyn_saveas(hh,[OutputDirectoryName,'/',fname_,'_morris_par'],options_.nodisplay,options_.graph_format);
create_TeX_loader(options_,[OutputDirectoryName,'/',fname_,'_morris_par'],1,'Screening identification: model','morris_par',1)
% hh=dyn_figure(options_.nodisplay); %bar(SAmunorm(:,irel))
% % boxplot(SAmunorm','whis',10,'symbol','r.')
% myboxplot(SAmunorm',[],'.',[],10)
% set(gca,'xticklabel',' ','fontsize',10,'xtick',[1:npT])
% set(gca,'xlim',[0.5 npT+0.5])
% set(gca,'ylim',[-1 1])
% set(gca,'position',[0.13 0.2 0.775 0.7])
% xlabel(' ')
% for ip=1:npT,
% text(ip,-0.02,bayestopt_.name{ip},'rotation',90,'HorizontalAlignment','right','interpreter','none')
% end
% xlabel(' ')
% title('\mu in the model')
% dyn_saveas(hh,[OutputDirectoryName,'/',fname_,'_morrismu_par'],options_.nodisplay,options_.graph_format);
%
% hh=dyn_figure(options_.nodisplay); %bar(SAsignorm(:,irel))
% % boxplot(SAsignorm','whis',10,'symbol','r.')
% myboxplot(SAsignorm',[],'.',[],10)
% set(gca,'xticklabel',' ','fontsize',10,'xtick',[1:npT])
% set(gca,'xlim',[0.5 npT+0.5])
% set(gca,'ylim',[0 1])
% set(gca,'position',[0.13 0.2 0.775 0.7])
% xlabel(' ')
% for ip=1:npT,
% text(ip,-0.02,bayestopt_.name{ip},'rotation',90,'HorizontalAlignment','right','interpreter','none')
% end
% xlabel(' ')
% title('\sigma in the model')
% dyn_saveas(hh,[OutputDirectoryName,'/',fname_,'_morrissig_par'],options_.nodisplay,options_.graph_format);
% figure, bar(SAnorm(:,irel)')
% set(gca,'xtick',[1:j0])
% set(gca,'xlim',[0.5 j0+0.5])
% title('Elementary effects relationships')
% saveas(gcf,[OutputDirectoryName,'/',fname_,'_morris_redform'])
% eval(['print -depsc2 ' OutputDirectoryName '/' fname_ '_morris_redform']);
% eval(['print -dpdf ' OutputDirectoryName '/' fname_ '_morris_redform']);
elseif opt_gsa.morris==3
return
np=estim_params_.np;
na=(4*np+1)*opt_gsa.Nsam;
for j=1:j0
[idex(j,:), yd(j,:)] = spop_ide(lpmat, yt(:,j), opt_gsa.Nsam, 5-1);
end
iok=find(~isnan(yt(1:opt_gsa.Nsam,1)));
yr=NaN*ones(size(lpmat,1),j0);
for j=1:j0,
ys(j,:)=yd(j,:)./max(yd(j,:));
[dum, is]=sort(yt(iok,j));
yr(iok(is),j)=[1:length(iok)]'./length(iok);
yr(istable(length(iok)+1:end),j) = interp1(yt(iok,j),yr(iok,j),yt(istable(length(iok)+1:end),j),'','extrap');
ineg=find(yr(:,j)<0);
if any(ineg)
[dum, is]=sort(yr(ineg,j));
yr(ineg(is),j)=-[length(ineg):-1:1]./length(iok);
end
[idex_r(j,:), yd_r(j,:)] = spop_ide(lpmat, yr(:,j), opt_gsa.Nsam, 5-1);
ys_r(j,:)=yd_r(j,:)./max(yd_r(j,:));
end,
figure, bar((idex.*ys)./opt_gsa.Nsam), title('Relationships')
figure, bar((idex.*ys)'./opt_gsa.Nsam), title('Parameters')
figure, bar((idex_r.*ys_r)./opt_gsa.Nsam), title('Relationships rank')
figure, bar((idex_r.*ys_r)'./opt_gsa.Nsam), title('Parameters rank')
[v0,d0]=eig(corrcoef(yt(iok,:)));
ee=diag(d0);
ee=ee([end:-1:1])./j0;
i0=length(find(ee>0.01));
v0=v0(:,[end:-1:1]);
for j=1:i0
[idex_pc(j,:), yd_pc(j,:)] = spop_ide(lpmat, yt*v0(:,j), opt_gsa.Nsam, 5-1);
end
for j=1:i0
ys_pc(j,:)=yd_pc(j,:)./max(yd_pc(j,:));
end,
figure, bar((idex_pc.*ys_pc)./opt_gsa.Nsam), title('Relationships PCA')
figure, bar((idex_pc.*ys_pc)'./opt_gsa.Nsam), title('Parameters PCA')
[vr,dr]=eig(corrcoef(yr(iok,:)));
er=diag(dr);
er=er([end:-1:1])./j0;
ir0=length(find(er>0.01));
vr=vr(:,[end:-1:1]);
for j=1:ir0
[idex_pcr(j,:), yd_pcr(j,:)] = spop_ide(lpmat, yr*vr(:,j), opt_gsa.Nsam, 5-1);
end
for j=1:ir0
ys_pcr(j,:)=yd_pcr(j,:)./max(yd_pcr(j,:));
end
figure, bar((idex_pcr.*ys_pcr)./opt_gsa.Nsam), title('Relationships rank PCA')
figure, bar((idex_pcr.*ys_pcr)'./opt_gsa.Nsam), title('Parameters rank PCA')
elseif opt_gsa.morris==2 % ISKREV staff
return
else % main effects analysis
if itrans==0
fsuffix = '';
elseif itrans==1
fsuffix = '_log';
else
fsuffix = '_rank';
end
imap=[1:npT];
if isempty(lpmat0)
x0=lpmat(istable,:);
else
x0=[lpmat0(istable,:), lpmat(istable,:)];
end
nrun=length(istable);
nest=min(250,nrun);
nfit=min(1000,nrun);
% opt_gsa.load_ident_files=0;
% if opt_gsa.load_ident_files==0,
% try
% EET=load([OutputDirectoryName,'/SCREEN/',fname_,'_morris_IDE'],'SAvdec','vdec','ir_vdec','ic_vdec');
% catch
% EET=[];
% end
% SAvdec=zeros(size(vdec,2),npT);
%
% for j=1:size(vdec,2),
% if itrans==0,
% y0 = vdec(istable,j);
% elseif itrans==1,
% y0 = log_trans_(vdec(istable,j));
% else
% y0 = trank(vdec(istable,j));
% end
% if ~isempty(EET),
% % imap=find(EET.SAvdec(j,:));
% % [dum, isort]=sort(-EET.SAvdec(j,:));
% imap=find(EET.SAvdec(j,:) >= (0.1.*max(EET.SAvdec(j,:))) );
% end
% gsa_(j) = gsa_sdp(y0(1:nest), x0(1:nest,imap), ...
% 2, [],[],[],0,[OutputDirectoryName,'/map_vdec',fsuffix,int2str(j)], pnames);
% if nfit>nest,
% gsa_(j) = gsa_sdp(y0(1:nfit), x0(1:nfit,imap), ...
% -2, gsa_(j).nvr*nest^3/nfit^3,[],[],0,[OutputDirectoryName,'/map_vdec',fsuffix,int2str(j)], pnames);
% end
%
% SAvdec(j,imap)=gsa_(j).si;
% imap_vdec{j}=imap;
% end
% save([OutputDirectoryName,'/',fname_,'_main_eff'],'imap_vdec','SAvdec','vdec','ir_vdec','ic_vdec','-append')
% else
% load([OutputDirectoryName,'/',fname_,'_main_eff'],'imap_vdec','SAvdec','vdec','ir_vdec','ic_vdec')
% end
% figure,
% % boxplot(SAvdec,'whis',10,'symbol','r.')
% myboxplot(SAvdec,[],'.',[],10)
% set(gca,'xticklabel',' ','fontsize',10,'xtick',[1:np])
% set(gca,'xlim',[0.5 npT+0.5])
% ydum = get(gca,'ylim');
% set(gca,'ylim',[0 ydum(2)])
% set(gca,'position',[0.13 0.2 0.775 0.7])
% for ip=1:npT,
% text(ip,-0.02,bayestopt_.name{ip},'rotation',90,'HorizontalAlignment','right','interpreter','none')
% % text(ip,-0.02,deblank(pnames(ip,:)),'rotation',90,'HorizontalAlignment','right','interpreter','none')
% end
% xlabel(' ')
% title(['Main effects variance decomposition ',fsuffix],'interpreter','none')
% saveas(gcf,[OutputDirectoryName,'/',fname_,'_map_vdec',fsuffix])
% eval(['print -depsc2 ' OutputDirectoryName '/' fname_ '_map_vdec',fsuffix]);
% eval(['print -dpdf ' OutputDirectoryName '/' fname_ '_map_vdec',fsuffix]);
% close(gcf),
%
% ifig = 0;
% for j=1:size(options_.varobs,1)
% if mod(j,6)==1
% figure('name',['Main effects observed variance decomposition ',fsuffix]);
% ifig=ifig+1;
% iplo=0;
% end
% iplo=iplo+1;
% subplot(3,2,iplo)
% iv = find(ir_vdec==j);
% if ~isempty(iv)
% if length(iv)>1
% % boxplot(SAvdec(iv,:),'whis',10,'symbol','r.');
% myboxplot(SAvdec(iv,:),[],'.',[],10)
% else
% plot(SAvdec(iv,:),'r.');
% end
% set(gca,'xticklabel',' ','fontsize',10,'xtick',[1:np])
% set(gca,'xlim',[0.5 npT+0.5])
% ydum = get(gca,'ylim');
% set(gca,'ylim',[0 ydum(2)])
% for ip=1:npT,
% text(ip,-0.02,bayestopt_.name{ip},'rotation',90,'HorizontalAlignment','right','interpreter','none')
% % text(ip,-0.02,deblank(pnames(ip,:)),'rotation',90,'HorizontalAlignment','right','interpreter','none')
% end
% xlabel(' ')
% end
% title(options_.varobs(j,:),'interpreter','none')
% if mod(j,6)==0 | j==size(options_.varobs,1)
% saveas(gcf,[OutputDirectoryName,'/',fname_,'_map_vdec',fsuffix,'_varobs_',int2str(ifig)])
% eval(['print -depsc2 ' OutputDirectoryName '/' fname_ '_map_vdec',fsuffix,'_varobs_',int2str(ifig)]);
% eval(['print -dpdf ' OutputDirectoryName '/' fname_ '_map_vdec',fsuffix,'_varobs_',int2str(ifig)]);
% close(gcf),
% end
% end
%
% ifig = 0;
% for j=1:M_.exo_nbr,
% if mod(j,6)==1
% figure('name',['Main effects shocks variance decomposition ',fsuffix]);
% ifig=ifig+1;
% iplo=0;
% end
% iplo=iplo+1;
% subplot(3,2,iplo)
% iv = find(ic_vdec==j);
% if ~isempty(iv)
% if length(iv)>1
% % boxplot(SAvdec(iv,:),'whis',3,'symbol','r.');
% myboxplot(SAvdec(iv,:),[],'.',[],10)
% else
% plot(SAvdec(iv,:),'r.');
% end
% set(gca,'xticklabel',' ','fontsize',3,'xtick',[1:np])
% set(gca,'xlim',[0.5 npT+0.5])
% ydum = get(gca,'ylim');
% set(gca,'ylim',[0 ydum(2)])
% for ip=1:npT,
% text(ip,-0.02,bayestopt_.name{ip},'rotation',90,'HorizontalAlignment','right','interpreter','none')
% % text(ip,-0.02,deblank(pnames(ip,:)),'rotation',90,'HorizontalAlignment','right','interpreter','none')
% end
% xlabel(' ')
% set(gca,'fontsize',10)
% end
% title(M_.exo_names(j,:),'interpreter','none','fontsize',10)
% if mod(j,6)==0 | j==M_.exo_nbr
% saveas(gcf,[OutputDirectoryName,'/',fname_,'_map_vdec',fsuffix,'_exo_',int2str(ifig)])
% eval(['print -depsc2 ' OutputDirectoryName '/' fname_ '_map_vdec',fsuffix,'_exo_',int2str(ifig)]);
% eval(['print -dpdf ' OutputDirectoryName '/' fname_ '_map_vdec',fsuffix,'_exo_',int2str(ifig)]);
% close(gcf),
% end
% end
if opt_gsa.load_ident_files==0
try
EET=load([OutputDirectoryName,'/SCREEN/',fname_,'_morris_IDE'],'SAcc','ir_cc','ic_cc');
catch
EET=[];
end
ccac = stand_([mss cc ac]);
[pcc, dd] = eig(cov(ccac(istable,:)));
[latent, isort] = sort(-diag(dd));
latent = -latent;
figure, bar(latent)
title('Eigenvalues in PCA')
pcc=pcc(:,isort);
ccac = ccac*pcc;
% npca = min(40, max(find(cumsum(latent)./length(latent)<0.99))+1);
npca = max(find(cumsum(latent)./length(latent)<0.99))+1;
siPCA = (EET.SAcc'*abs(pcc'))';
% siPCA = siPCA./(max(siPCA')'*ones(1,npT)).*(latent*ones(1,npT));
siPCA = siPCA./(max(siPCA')'*ones(1,npT));
% siPCA = sum(siPCA,1);
% siPCA = siPCA./max(siPCA);
SAcc=zeros(size(ccac,2),npT);
for j=1:npca %size(ccac,2),
if itrans==0
y0 = ccac(istable,j);
elseif itrans==1
y0 = log_trans_(ccac(istable,j));
else
y0 = trank(ccac(istable,j));
end
if ~isempty(EET)
% imap=find(EET.SAvdec(j,:));
% [dum, isort]=sort(-EET.SAvdec(j,:));
imap=find(siPCA(j,:) >= (0.1.*max(siPCA(j,:))) );
% imap=find(EET.SAcc(j,:) >= (0.1.*max(EET.SAcc(j,:))) );
end
gsa_(j) = gsa_sdp(y0(1:nest), x0(1:nest,imap), ...
2, [],[],[],0,[OutputDirectoryName,'/map_cc',fsuffix,int2str(j)], pnames);
% if nfit>nest,
% gsa_(j) = gsa_sdp(y0(1:nfit), x0(1:nfit,imap), ...
% -2, gsa_(j).nvr*nest^3/nfit^3,[],[],0,[OutputDirectoryName,'/map_cc',fsuffix,int2str(j)], pnames);
% end
SAcc(j,imap)=gsa_(j).si;
imap_cc{j}=imap;
end
save([OutputDirectoryName,'/map_cc',fsuffix,'.mat'],'gsa_')
save([OutputDirectoryName,'/',fname_,'_main_eff.mat'],'imap_cc','SAcc','ccac','-append')
else
load([OutputDirectoryName,'/',fname_,'_main_eff'],'imap_cc','SAcc','ccac')
end
% figure,
% % boxplot(SAcc,'whis',10,'symbol','r.')
% myboxplot(SAcc,[],'.',[],10)
% set(gca,'xticklabel',' ','fontsize',10,'xtick',[1:np])
% set(gca,'xlim',[0.5 npT+0.5])
% ydum = get(gca,'ylim');
% set(gca,'ylim',[0 ydum(2)])
% set(gca,'position',[0.13 0.2 0.775 0.7])
% for ip=1:npT,
% text(ip,-0.02,bayestopt_.name{ip},'rotation',90,'HorizontalAlignment','right','interpreter','none')
% % text(ip,-0.02,deblank(pnames(ip,:)),'rotation',90,'HorizontalAlignment','right','interpreter','none')
% end
% xlabel(' ')
% ylabel(' ')
% title(['Main effects moments''s PCA ',fsuffix],'interpreter','none')
% saveas(gcf,[OutputDirectoryName,'/',fname_,'_map_cc',fsuffix])
% eval(['print -depsc2 ' OutputDirectoryName '/' fname_ '_map_moments',fsuffix]);
% eval(['print -dpdf ' OutputDirectoryName '/' fname_ '_map_moments',fsuffix]);
% close(gcf),
% ifig = 0;
% for j=1:size(options_.varobs,1)
% if mod(j,6)==1
% figure('name',['Main effects cross-covariances ',fsuffix]);
% ifig=ifig+1;
% iplo=0;
% end
% iplo=iplo+1;
% subplot(3,2,iplo)
% iv = find(ir_cc==j);
% iv = [iv; find(ic_cc==j)];
% if ~isempty(iv)
% if length(iv)>1
% % boxplot(SAcc(iv,:),'whis',10,'symbol','r.');
% myboxplot(SAcc(iv,:),[],'.',[],10)
% else
% plot(SAcc(iv,:),'r.');
% end
% set(gca,'xticklabel',' ','fontsize',10,'xtick',[1:np])
% set(gca,'xlim',[0.5 npT+0.5])
% ydum = get(gca,'ylim');
% set(gca,'ylim',[0 ydum(2)])
% for ip=1:npT,
% text(ip,-0.02,bayestopt_.name{ip},'rotation',90,'HorizontalAlignment','right','interpreter','none')
% % text(ip,-0.02,deblank(pnames(ip,:)),'rotation',90,'HorizontalAlignment','right','interpreter','none')
% end
% xlabel(' ')
% set(gca,'fontsize',10)
% end
% title(options_.varobs(j,:),'interpreter','none','fontsize',10)
% if mod(j,6)==0 | j==size(options_.varobs,1)
% saveas(gcf,[OutputDirectoryName,'/',fname_,'_map_cc',fsuffix,'_',int2str(ifig)])
% eval(['print -depsc2 ' OutputDirectoryName '/' fname_ '_map_cc',fsuffix,'_',int2str(ifig)]);
% eval(['print -dpdf ' OutputDirectoryName '/' fname_ '_map_cc',fsuffix,'_',int2str(ifig)]);
% close(gcf),
% end
% end
%
% if opt_gsa.load_ident_files==0,
% try
% EET=load([OutputDirectoryName,'/SCREEN/',fname_,'_morris_IDE'],'SAac','ir_ac','ic_ac');
% catch
% EET=[];
% end
% SAac=zeros(size(ac,2),npT);
% for j=1:size(ac,2),
% if itrans==0,
% y0 = ac(istable,j);
% elseif itrans==1,
% y0 = log_trans_(ac(istable,j));
% else
% y0 = trank(ac(istable,j));
% end
% if ~isempty(EET),
% imap=find(EET.SAac(j,:) >= (0.1.*max(EET.SAac(j,:))) );
% end
% % gsa_(j) = gsa_sdp_dyn( y0, lpmat(istable,:), ...
% % gsa_flag, [],[],[],0,[OutputDirectoryName,'/map_ac',fsuffix,int2str(j)], pnames);
% gsa_(j) = gsa_sdp(y0(1:nest), x0(1:nest,imap), ...
% 2, [],[],[],0,[OutputDirectoryName,'/map_ac',fsuffix,int2str(j)], pnames);
% if nfit>nest,
% gsa_(j) = gsa_sdp(y0(1:nfit), x0(1:nfit,imap), ...
% -2, gsa_(j).nvr*nest^3/nfit^3,[],[],0,[OutputDirectoryName,'/map_ac',fsuffix,int2str(j)], pnames);
% end
% SAac(j,imap)=gsa_(j).si;
% imap_ac{j}=imap;
%
% end
% save([OutputDirectoryName,'/',fname_,'_main_eff'],'imap_ac','SAac','ac','ir_ac','ic_ac','-append')
% else
% load([OutputDirectoryName,'/',fname_,'_main_eff'],'imap_ac','SAac','ac','ir_ac','ic_ac')
% end
%
% figure,
% % boxplot(SAac,'whis',10,'symbol','r.')
% myboxplot(SAac,[],'.',[],10)
% set(gca,'xticklabel',' ','fontsize',10,'xtick',[1:np])
% set(gca,'xlim',[0.5 npT+0.5])
% ydum = get(gca,'ylim');
% set(gca,'ylim',[0 ydum(2)])
% 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(' ')
% title(['Main effects 1 lag auto-covariances ',fsuffix],'interpreter','none')
% saveas(gcf,[OutputDirectoryName,'/',fname_,'_map_ac',fsuffix])
% eval(['print -depsc2 ' OutputDirectoryName '/' fname_ '_map_ac',fsuffix]);
% eval(['print -dpdf ' OutputDirectoryName '/' fname_ '_map_ac',fsuffix]);
% close(gcf),
%
% ifig = 0;
% for j=1:size(options_.varobs,1)
% if mod(j,6)==1
% figure('name',['Main effects auto-covariances ',fsuffix]);
% ifig=ifig+1;
% iplo = 0;
% end
% iplo=iplo+1;
% subplot(3,2,iplo)
% iv = find(ir_ac==j);
% %iv = [iv; find(ic_ac==j)];
% if ~isempty(iv)
% if length(iv)>1
% % boxplot(SAac(iv,:),'whis',10,'symbol','r.');
% myboxplot(SAac(iv,:),[],'.',[],10)
% else
% plot(SAac(iv,:),'r.');
% end
% set(gca,'xticklabel',' ','fontsize',10,'xtick',[1:np])
% set(gca,'xlim',[0.5 npT+0.5])
% ydum = get(gca,'ylim');
% set(gca,'ylim',[0 ydum(2)])
% for ip=1:npT,
% text(ip,-0.02,bayestopt_.name{ip},'rotation',90,'HorizontalAlignment','right','interpreter','none')
% % text(ip,-0.02,deblank(pnames(ip,:)),'rotation',90,'HorizontalAlignment','right','interpreter','none')
% end
% xlabel(' ')
% set(gca,'fontsize',10)
% end
% title(options_.varobs(j,:),'interpreter','none','fontsize',10)
% if mod(j,6)==0 | j==size(options_.varobs,1)
% saveas(gcf,[OutputDirectoryName,'/',fname_,'_map_ac',fsuffix,'_',int2str(ifig)])
% eval(['print -depsc2 ' OutputDirectoryName '/' fname_ '_map_ac',fsuffix,'_',int2str(ifig)]);
% eval(['print -dpdf ' OutputDirectoryName '/' fname_ '_map_ac',fsuffix,'_',int2str(ifig)]);
% close(gcf),
% end
% end
% x0=x0(:,nshock+1:end);
imap=[1:npT];
% if opt_gsa.load_ident_files==0,
% try
% EET=load([OutputDirectoryName,'/SCREEN/',fname_,'_morris_IDE'],'SAtadj','ir_tadj','ic_tadj');
% ny=size(EET.SAtadj,1);
% catch
% EET=[];
% end
% SAtadj=zeros(size(tadj,2),np);
% for j=1:size(tadj,2),
% if itrans==0,
% y0 = tadj(istable,j);
% elseif itrans==1,
% y0 = log_trans_(tadj(istable,j));
% else
% y0 = trank(tadj(istable,j));
% end
% if ~isempty(EET),
% if size(tadj,2)~=ny,
% jj=find(EET.ir_tadj==ir_tadj(j));
% jj=jj(find(EET.ic_tadj(jj)==ic_tadj(j)));
% if ~isempty(jj),
% imap=find(EET.SAtadj(jj,:) >= (0.1.*max(EET.SAtadj(jj,:))) );
% else
% imap=[1:np];
% end
% else
% imap=find(EET.SAtadj(j,:) >= (0.1.*max(EET.SAtadj(j,:))) );
% end
% end
% % gsa_(j) = gsa_sdp_dyn( y0, lpmat(istable,:), ...
% % gsa_flag, [],[],[],0,[OutputDirectoryName,'/map_tadj',fsuffix,int2str(j)], pnames);
% gsa_(j) = gsa_sdp(y0(1:nest), x0(1:nest,imap), ...
% 2, [],[],[],0,[OutputDirectoryName,'/map_tadj',fsuffix,int2str(j)], pnames);
% if nfit>nest,
% gsa_(j) = gsa_sdp(y0(1:nfit), x0(1:nfit,imap), ...
% -2, gsa_(j).nvr*nest^3/nfit^3,[],[],0,[OutputDirectoryName,'/map_tadj',fsuffix,int2str(j)], pnames);
% end
% SAtadj(j,imap)=gsa_(j).si;
% imap_tadj{j}=imap;
%
% end
% save([OutputDirectoryName,'/',fname_,'_main_eff'],'imap_tadj','SAtadj','tadj','ir_tadj','ic_tadj','-append')
% else
% load([OutputDirectoryName,'/',fname_,'_main_eff'],'imap_tadj','SAtadj','tadj','ir_tadj','ic_tadj')
% end
%
% figure,
% % boxplot(SAtadj,'whis',10,'symbol','r.')
% myboxplot(SAtadj,[],'.',[],10)
% set(gca,'xticklabel',' ','fontsize',10,'xtick',[1:np])
% set(gca,'xlim',[0.5 np+0.5])
% ydum = get(gca,'ylim');
% set(gca,'ylim',[0 ydum(2)])
% 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(' ')
% title(['Main effects speed of adjustment ',fsuffix],'interpreter','none')
% saveas(gcf,[OutputDirectoryName,'/',fname_,'_map_tadj',fsuffix])
% eval(['print -depsc2 ' OutputDirectoryName '/' fname_ '_map_tadj',fsuffix]);
% eval(['print -dpdf ' OutputDirectoryName '/' fname_ '_map_tadj',fsuffix]);
% close(gcf),
%
% ifig = 0;
% for j=1:size(options_.varobs,1)
% if mod(j,6)==1
% figure('name',['Main effects observed speed adjustment ',fsuffix]);
% ifig=ifig+1;
% iplo = 0;
% end
% iplo=iplo+1;
% subplot(3,2,iplo)
% iv = find(ir_tadj==j);
% if ~isempty(iv)
% if length(iv)>1
% % boxplot(SAtadj(iv,:),'whis',3,'symbol','r.');
% myboxplot(SAtadj(iv,:),[],'.',[],10)
% else
% plot(SAtadj(iv,:),'r.');
% end
% set(gca,'xticklabel',' ','fontsize',10,'xtick',[1:np])
% set(gca,'xlim',[0.5 np+0.5])
% ydum = get(gca,'ylim');
% set(gca,'ylim',[0 ydum(2)])
% for ip=1:np,
% text(ip,-0.02,deblank(pnames(ip,:)),'rotation',90,'HorizontalAlignment','right','interpreter','none')
% end
% xlabel(' ')
% end
% title(options_.varobs(j,:),'interpreter','none')
% if mod(j,6)==0 | j==size(options_.varobs,1)
% saveas(gcf,[OutputDirectoryName,'/',fname_,'_map_tadj',fsuffix,'_varobs_',int2str(ifig)])
% eval(['print -depsc2 ' OutputDirectoryName '/' fname_ '_map_tadj',fsuffix,'_varobs_',int2str(ifig)]);
% eval(['print -dpdf ' OutputDirectoryName '/' fname_ '_map_tadj',fsuffix,'_varobs_',int2str(ifig)]);
% close(gcf),
% end
% end
%
% ifig = 0;
% for j=1:M_.exo_nbr,
% if mod(j,6)==1
% figure('name',['Main effects shocks speed of adjustment ',fsuffix]);
% ifig=ifig+1;
% iplo=0;
% end
% iplo=iplo+1;
% subplot(3,2,iplo)
% iv = find(ic_tadj==j);
% if ~isempty(iv)
% if length(iv)>1
% % boxplot(SAtadj(iv,:),'whis',3,'symbol','r.');
% myboxplot(SAtadj(iv,:),[],'.',[],10)
% else
% plot(SAtadj(iv,:),'r.');
% end
% set(gca,'xticklabel',' ','fontsize',10,'xtick',[1:np])
% set(gca,'xlim',[0.5 np+0.5])
% ydum = get(gca,'ylim');
% set(gca,'ylim',[0 ydum(2)])
% for ip=1:np,
% text(ip,-0.02,deblank(pnames(ip,:)),'rotation',90,'HorizontalAlignment','right','interpreter','none')
% end
% xlabel(' ')
% end
% title(M_.exo_names(j,:),'interpreter','none')
% if mod(j,6)==0 | j==M_.exo_nbr,
% saveas(gcf,[OutputDirectoryName,'/',fname_,'_map_tadj',fsuffix,'_exo_',int2str(ifig)])
% eval(['print -depsc2 ' OutputDirectoryName '/' fname_ '_map_tadj',fsuffix,'_exo_',int2str(ifig)]);
% eval(['print -dpdf ' OutputDirectoryName '/' fname_ '_map_tadj',fsuffix,'_exo_',int2str(ifig)]);
% close(gcf),
% end
% end
%
%
% if opt_gsa.load_ident_files==0,
% try
% EET=load([OutputDirectoryName,'/SCREEN/',fname_,'_morris_IDE'],'SAIF','ir_if','ic_if');
% catch
% EET=[];
% end
% SAif=zeros(size(iff,2),np);
% for j=1:size(iff,2),
% if itrans==0,
% y0 = iff(istable,j);
% elseif itrans==1,
% y0 = log_trans_(iff(istable,j));
% else
% y0 = trank(iff(istable,j));
% end
% if ~isempty(EET),
% imap=find(EET.SAIF(j,:) >= (0.1.*max(EET.SAIF(j,:))) );
% end
% % gsa_(j) = gsa_sdp_dyn( y0, lpmat(istable,:), ...
% % gsa_flag, [],[],[],0,[OutputDirectoryName,'/map_if',fsuffix,int2str(j)], pnames);
% gsa_(j) = gsa_sdp(y0(1:nest), x0(1:nest,imap), ...
% 2, [],[],[],0,[OutputDirectoryName,'/map_if',fsuffix,int2str(j)], pnames);
% if nfit>nest,
% gsa_(j) = gsa_sdp(y0(1:nfit), x0(1:nfit,imap), ...
% -2, gsa_(j).nvr*nest^3/nfit^3,[],[],0,[OutputDirectoryName,'/map_if',fsuffix,int2str(j)], pnames);
% end
% SAif(j,imap)=gsa_(j).si;
% imap_if{j}=imap;
%
% end
% save([OutputDirectoryName,'/',fname_,'_main_eff'],'imap_if','SAif','iff','ir_if','ic_if','-append')
% else
% load([OutputDirectoryName,'/',fname_,'_main_eff'],'imap_if','SAif','iff','ir_if','ic_if')
% end
%
% figure,
% % boxplot(SAif,'whis',10,'symbol','r.')
% myboxplot(SAif,[],'.',[],10)
% set(gca,'xticklabel',' ','fontsize',10,'xtick',[1:np])
% set(gca,'xlim',[0.5 np+0.5])
% ydum = get(gca,'ylim');
% set(gca,'ylim',[0 ydum(2)])
% 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(' ')
% title(['Main effects impact factors ',fsuffix],'interpreter','none')
% saveas(gcf,[OutputDirectoryName,'/',fname_,'_map_if',fsuffix])
% eval(['print -depsc2 ' OutputDirectoryName '/' fname_ '_map_if',fsuffix]);
% eval(['print -dpdf ' OutputDirectoryName '/' fname_ '_map_if',fsuffix]);
% close(gcf),
%
% ifig = 0;
% for j=1:size(options_.varobs,1)
% if mod(j,6)==1
% figure('name',['Main effects observed impact factors ',fsuffix]);
% ifig=ifig+1;
% iplo = 0;
% end
% iplo=iplo+1;
% subplot(3,2,iplo)
% iv = find(ir_if==j);
% if ~isempty(iv)
% if length(iv)>1
% % boxplot(SAif(iv,:),'whis',3,'symbol','r.');
% myboxplot(SAif(iv,:),[],'.',[],10)
% else
% plot(SAif(iv,:),'r.');
% end
% set(gca,'xticklabel',' ','fontsize',10,'xtick',[1:np])
% set(gca,'xlim',[0.5 np+0.5])
% ydum = get(gca,'ylim');
% set(gca,'ylim',[0 ydum(2)])
% for ip=1:np,
% text(ip,-0.02,deblank(pnames(ip,:)),'rotation',90,'HorizontalAlignment','right','interpreter','none')
% end
% xlabel(' ')
% end
% title(options_.varobs(j,:),'interpreter','none')
% if mod(j,6)==0 | j==size(options_.varobs,1)
% saveas(gcf,[OutputDirectoryName,'/',fname_,'_map_if',fsuffix,'_varobs_',int2str(ifig)])
% eval(['print -depsc2 ' OutputDirectoryName '/' fname_ '_map_if',fsuffix,'_varobs_',int2str(ifig)]);
% eval(['print -dpdf ' OutputDirectoryName '/' fname_ '_map_if',fsuffix,'_varobs_',int2str(ifig)]);
% close(gcf),
% end
% end
%
% ifig = 0;
% for j=1:M_.exo_nbr,
% if mod(j,6)==1
% figure('name',['Main effects shocks impact factors ',fsuffix]);
% ifig=ifig+1;
% iplo=0;
% end
% iplo=iplo+1;
% subplot(3,2,iplo)
% iv = find(ic_if==j);
% if ~isempty(iv)
% if length(iv)>1
% % boxplot(SAif(iv,:),'whis',3,'symbol','r.');
% myboxplot(SAif(iv,:),[],'.',[],10)
% else
% plot(SAif(iv,:),'r.');
% end
% set(gca,'xticklabel',' ','fontsize',10,'xtick',[1:np])
% set(gca,'xlim',[0.5 np+0.5])
% ydum = get(gca,'ylim');
% set(gca,'ylim',[0 ydum(2)])
% for ip=1:np,
% text(ip,-0.02,deblank(pnames(ip,:)),'rotation',90,'HorizontalAlignment','right','interpreter','none')
% end
% xlabel(' ')
% end
% title(M_.exo_names(j,:),'interpreter','none')
% if mod(j,6)==0 | j==M_.exo_nbr
% saveas(gcf,[OutputDirectoryName,'/',fname_,'_map_if',fsuffix,'_exo_',int2str(ifig)])
% eval(['print -depsc2 ' OutputDirectoryName '/' fname_ '_map_if',fsuffix,'_exo_',int2str(ifig)]);
% eval(['print -dpdf ' OutputDirectoryName '/' fname_ '_map_if',fsuffix,'_exo_',int2str(ifig)]);
% close(gcf),
% end
% end
% SAmom = [SAvdec' SAcc' SAac']';
% SAdyn = [SAtadj' SAif']';
% SAall = [SAmom(:,nshock+1:end)' SAdyn']';
%
% figure,
% % boxplot(SAtadj,'whis',10,'symbol','r.')
% myboxplot(SAmom,[],'.',[],10)
% set(gca,'xticklabel',' ','fontsize',10,'xtick',[1:npT])
% set(gca,'xlim',[0.5 npT+0.5])
% ydum = get(gca,'ylim');
% set(gca,'ylim',[0 ydum(2)])
% set(gca,'position',[0.13 0.2 0.775 0.7])
% for ip=1:npT,
% % text(ip,-0.02,deblank(pnames(ip,:)),'rotation',90,'HorizontalAlignment','right','interpreter','none')
% text(ip,-0.02,bayestopt_.name{ip},'rotation',90,'HorizontalAlignment','right','interpreter','none')
% end
% xlabel(' ')
% title(['Main effects theoretical moments ',fsuffix],'interpreter','none')
% saveas(gcf,[OutputDirectoryName,'/',fname_,'_map_moments',fsuffix])
% eval(['print -depsc2 ' OutputDirectoryName '/' fname_ '_map_moments',fsuffix]);
% eval(['print -dpdf ' OutputDirectoryName '/' fname_ '_map_moments',fsuffix]);
% % close(gcf),
%
% figure,
% % boxplot(SAtadj,'whis',10,'symbol','r.')
% myboxplot(SAdyn,[],'.',[],10)
% set(gca,'xticklabel',' ','fontsize',10,'xtick',[1:np])
% set(gca,'xlim',[0.5 np+0.5])
% ydum = get(gca,'ylim');
% set(gca,'ylim',[0 ydum(2)])
% 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')
% % text(ip,-0.02,bayestopt_.name{ip},'rotation',90,'HorizontalAlignment','right','interpreter','none')
% end
% xlabel(' ')
% title(['Main effects short-long term dynamics ',fsuffix],'interpreter','none')
% saveas(gcf,[OutputDirectoryName,'/',fname_,'_map_dynamics',fsuffix])
% eval(['print -depsc2 ' OutputDirectoryName '/' fname_ '_map_dynamics',fsuffix]);
% eval(['print -dpdf ' OutputDirectoryName '/' fname_ '_map_dynamics',fsuffix]);
% % close(gcf),
%
% figure,
% % boxplot(SAtadj,'whis',10,'symbol','r.')
% myboxplot(SAall,[],'.',[],10)
% set(gca,'xticklabel',' ','fontsize',10,'xtick',[1:np])
% set(gca,'xlim',[0.5 np+0.5])
% ydum = get(gca,'ylim');
% set(gca,'ylim',[0 ydum(2)])
% 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')
% % text(ip,-0.02,bayestopt_.name{ip},'rotation',90,'HorizontalAlignment','right','interpreter','none')
% end
% xlabel(' ')
% title(['Main effects all ',fsuffix],'interpreter','none')
% saveas(gcf,[OutputDirectoryName,'/',fname_,'_map_ALL',fsuffix])
% eval(['print -depsc2 ' OutputDirectoryName '/' fname_ '_map_ALL',fsuffix]);
% eval(['print -dpdf ' OutputDirectoryName '/' fname_ '_map_ALL',fsuffix]);
% % close(gcf),
% for j=1:size(SAall,1),
% SAallN(j,:)=SAall(j,:)./max(SAall(j,:));
% end
% SAmean=mean(SAallN);
% for j=1:size(SAmom,1),
% SAmomN(j,:)=SAmom(j,1:nshock)./max(SAmom(j,1:nshock));
% end
% SAmomN(find(isnan(SAmomN)))=0;
% SAmeanexo=mean(SAmomN(:,1:nshock));
% figure, bar(latent'*SAcc),
hh=dyn_figure(options_.nodisplay,'Name',['Identifiability indices in the ',fsuffix,' moments.']);
bar(sum(SAcc))
set(gca,'xticklabel',' ','fontsize',10,'xtick',[1:npT])
set(gca,'xlim',[0.5 npT+0.5])
ydum = get(gca,'ylim');
set(gca,'ylim',[0 ydum(2)])
set(gca,'position',[0.13 0.2 0.775 0.7])
for ip=1:npT
text(ip,-0.02*(ydum(2)),bayestopt_.name{ip},'rotation',90,'HorizontalAlignment','right','interpreter','none')
% text(ip,-0.02,bayestopt_.name{ip},'rotation',90,'HorizontalAlignment','right','interpreter','none')
end
xlabel(' ')
title(['Identifiability indices in the ',fsuffix,' moments.'],'interpreter','none')
dyn_saveas(hh,[OutputDirectoryName,'/',fname_,'_ident_ALL',fsuffix],options_.nodisplay,options_.graph_format);
create_TeX_loader(options_,[OutputDirectoryName,'/',fname_,'_ident_ALL',fsuffix],1,['Identifiability indices in the ',fsuffix,' moments.'],['ident_ALL',fsuffix]',1)
% figure, bar(SAmeanexo),
% set(gca,'xticklabel',' ','fontsize',10,'xtick',[1:nshock])
% set(gca,'xlim',[0.5 nshock+0.5])
% ydum = get(gca,'ylim');
% set(gca,'ylim',[0 ydum(2)])
% set(gca,'position',[0.13 0.2 0.775 0.7])
% for ip=1:nshock,
% % text(ip,-0.02*(ydum(2)),deblank(pnames(ip,:)),'rotation',90,'HorizontalAlignment','right','interpreter','none')
% text(ip,-0.02*(ydum(2)),bayestopt_.name{ip},'rotation',90,'HorizontalAlignment','right','interpreter','none')
% end
% xlabel(' ')
% title(['Identifiability indices for shocks',fsuffix],'interpreter','none')
% saveas(gcf,[OutputDirectoryName,'/',fname_,'_ident_SHOCKS',fsuffix])
% eval(['print -depsc2 ' OutputDirectoryName '/' fname_ '_ident_SHOCKS',fsuffix]);
% eval(['print -dpdf ' OutputDirectoryName '/' fname_ '_ident_SHOCKS',fsuffix]);
end
return
function []=create_TeX_loader(options_,figpath,ifig_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 map_ident_.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,ifig_number);
fprintf(fidTeX,'\\end{figure}\n\n');
fprintf(fidTeX,'%% End Of TeX file. \n');
fclose(fidTeX);
end