diff --git a/matlab/dmmgraphs.m b/matlab/dmmgraphs.m
index 9a73884a90fb376dde3335a689c94d086ee67d05..4b31a65e73bf6dfcdb859b3da934030effcd18ec 100644
--- a/matlab/dmmgraphs.m
+++ b/matlab/dmmgraphs.m
@@ -9,9 +9,9 @@ path = 'h:\arossi\dmm\nile\';   % location of the .nml file e.g. nile.nml
 file = 'nile';                  % name of the nml file
 
 freq      = 1;                  % 1 annual, 4 quarterly, 12 monthly
-startyear = 1985;               
+startyear = 1985;
 startper  = 1;
-space     = 8;                  % spacing for the tme labels 
+space     = 8;                  % spacing for the tme labels
 NHIST     = 200;                % to compute percentiles
 % -------------------------------------------------------------------------
 
@@ -111,31 +111,31 @@ end
 [nr,nc] = numsubplot(nt+np);
 for i = 1:nt
     if prior(i,3)-prior(i,4) ~= 0
-        [prc,iqr] = myprc(theta(:,i),NHIST,.01,.99);        
+        [prc,iqr] = myprc(theta(:,i),NHIST,.01,.99);
         hh = 0.79*length(theta(:,i))^(-1/5)*iqr;
         step = (prc(2)-prc(1))/200;
-        [x,fx] = ker1boun(theta(:,i),hh,step,prc(1),prc(2));        
+        [x,fx] = ker1boun(theta(:,i),hh,step,prc(1),prc(2));
         if tipo{i} == 'BE'
             s = prior(i,1);
             v = prior(i,2);
             a = prior(i,3);
             b = prior(i,4);
-            y = [a:(b-a)/200:b]';            
-            fy = dmmprior((y-a)/(b-a),s,v,tipo{i});            
+            y = [a:(b-a)/200:b]';
+            fy = dmmprior((y-a)/(b-a),s,v,tipo{i});
             fy = fy/(b-a);
         elseif tipo{i} == 'IG'
             s = prior(i,1);
             v = prior(i,2);
             Med = s/(v-2);
             y  = [0:5*Med/200:5*Med]';
-            fy = dmmprior(y,s,v,tipo{i});            
+            fy = dmmprior(y,s,v,tipo{i});
         elseif tipo{i} == 'NT'
             med = prior(i,1);
             va  = prior(i,2);
             lb  = prior(i,3);
             ub  = prior(i,4);
             y   = (lb:(ub-lb)/200:ub)';
-            fy  = dmmprior(y,med,va,tipo{i});            
+            fy  = dmmprior(y,med,va,tipo{i});
 %           plb = normcdf(lb,med,sd);
 %           pub = normcdf(ub,med,sd);
 %           fy  = normpdf(y,med,sd)/(pub-plb);
@@ -148,16 +148,16 @@ for i = 1:nt
     end
 end
 for i = 1:np
-    [prc,iqr] = myprc(psi(:,i),NHIST,.01,.99);    
+    [prc,iqr] = myprc(psi(:,i),NHIST,.01,.99);
     hh = 0.79*length(psi(:,i))^(-1/5)*iqr;
     step = (prc(2)-prc(1))/200;
     [x,fx] = ker1boun(psi(:,i),hh,step,prc(1),prc(2));
-    
+
     s  = psimarg(i,1);
     v  = psimarg(i,2);
     y  = (1/200:1/200:1-1/200)';
     fy = dmmprior(y,s,v,'BE');
-    
+
     subplot(nr,nc,i+nt)
     plot(x,fx,'b',y,fy,'r--')
     axis([prc(1) prc(2) min(fx) max(fx)])
@@ -218,11 +218,11 @@ for i = 1:nx
     stato = bstate(:,(i-1)*nobs+1:i*nobs);
     if nf > 0
         stato = [stato fore(:,nf*ny+nf*(i-1)+1:nf*ny+nf*i)];
-    end 
+    end
     statomed = mean(stato);
     for j = 1:nobs+nf
         [prc(j,:),iqr] = myprc(stato(:,j),NHIST,.10,.90);
-    end    
+    end
     subplot(nr,nc,i)
     plot(1:nobs+nf,statomed,'k',1:nobs+nf,prc(:,1),'b--',1:nobs+nf,prc(:,2),'b--')
     axis([1 nobs+nf min(prc(:,1)) max(prc(:,2))])
@@ -234,7 +234,7 @@ for i = 1:nx
         hold off;
     end
     set(gca,'xtick',ind);
-    set(gca,'xticklabel',lab(ind));    
+    set(gca,'xticklabel',lab(ind));
 end
 
 % Innovations
@@ -256,8 +256,8 @@ if nv > 0
     Z = load([path,file,seed,'.DIS']);
     if nf > 0
         Z(:,nobs+1:nobs+nf) = fore(:,end-nf+1:end);
-    end    
-    medS = zeros(nobs+nf,nv);    
+    end
+    medS = zeros(nobs+nf,nv);
     for j = 1:nobs+nf
         for k=1:NS
             medS(j,k) = numel(find(Z(:,j)==k));
@@ -274,4 +274,4 @@ if nv > 0
         set(gca,'xtick',ind);
         set(gca,'xticklabel',lab(ind));
     end
-end
\ No newline at end of file
+end
diff --git a/matlab/dmmprior.m b/matlab/dmmprior.m
index 661b3833030b46febb4e24b2e8332a0c5d931ba4..3575c4391dc7f633d509afc050ac5a601c856aef 100644
--- a/matlab/dmmprior.m
+++ b/matlab/dmmprior.m
@@ -1,5 +1,5 @@
 function y = dmmprior(x,a,b,tipo)
-% tipo: NT normal, BE beta, IG inverted gamma 2 pdf 
+% tipo: NT normal, BE beta, IG inverted gamma 2 pdf
 % A.Rossi (November 2014)
 y = zeros(size(x));
 if nargin ~= 4,
@@ -8,20 +8,20 @@ end
 if tipo == 'NT'
     if (b<=0)
         error('Variance b must be positive');
-    end    
+    end
     y = (2*pi*b)^(-.5).*exp(-.5*(x-a).^2/b);
-elseif tipo == 'BE' 
+elseif tipo == 'BE'
     if any(any((a<=0)|(b<=0)))
         error('Parameter a and b must be positive');
-    end    
+    end
     I = find((x<0)|(x>1));
     y = x.^(a-1).*(1-x).^(b-1)./beta(a,b);
     y(I) = 0;
-elseif tipo == 'IG' 
+elseif tipo == 'IG'
     if any(any((a<=0)|(b<=0)))
         error('Parameter a and b must be positive');
     end
     I = find(x>0);
-    y(I) = (-.5*b - 1).*log(x(I))-a./(2*x(I))-gammaln(.5*b)-.5*b.*log(2./a);    
+    y(I) = (-.5*b - 1).*log(x(I))-a./(2*x(I))-gammaln(.5*b)-.5*b.*log(2./a);
     y(I) = exp(y(I));
-end
\ No newline at end of file
+end
diff --git a/matlab/numsubplot.m b/matlab/numsubplot.m
index 1ea988b9977e34739759cb4cced3090c2049f66e..e154f772881d1f8e7dc6eff18b913c216dddac6a 100644
--- a/matlab/numsubplot.m
+++ b/matlab/numsubplot.m
@@ -16,7 +16,7 @@ if n <= 64
     elseif n == 4
         nr = 2;
         nc = 2;
-    elseif n == 5 | n == 6 
+    elseif n == 5 | n == 6
         nr = 3;
         nc = 2;
     elseif n == 7 | n == 8 | n == 9
@@ -34,18 +34,18 @@ if n <= 64
     elseif n == 21 | n == 22 | n == 23 | n == 24 | n == 25
         nr = 5;
         nc = 5;
-    elseif n >25 & n <31 
+    elseif n >25 & n <31
         nr = 6;
         nc = 5;
-    elseif n >30 & n <=36 
+    elseif n >30 & n <=36
         nr = 6;
         nc = 6;
-    elseif n >36 & n <=42 
+    elseif n >36 & n <=42
         nr = 7;
-        nc = 6;    
-    else 
+        nc = 6;
+    else
         nr = 8;
-        nc = 8;    
+        nc = 8;
     end
     figure
     set(0,'defaultlinelinewidth',2);
@@ -54,4 +54,4 @@ if n <= 64
     set(0,'defaulttextfontsize',12);
 else
     disp('n is too large')
-end
\ No newline at end of file
+end
diff --git a/matlab/plotlabsmall.m b/matlab/plotlabsmall.m
index 1af5d5894f91f894c164a55ecaabc53fb16e5031..1b28333d612f58bd2627a5c598032b655be0efc0 100644
--- a/matlab/plotlabsmall.m
+++ b/matlab/plotlabsmall.m
@@ -13,7 +13,7 @@ switch freq
 case 1
     for i=1:nobs
         appo=num2str(anno);
-        lab(i)=cellstr(appo(3:end));   
+        lab(i)=cellstr(appo(3:end));
         anno =anno+1;
     end
 case 4
@@ -27,7 +27,7 @@ case 4
             stper=1;
             anno=anno+1;
         end
-    end  
+    end
 case 12
     for i=1:nobs
         appo=num2str(anno);
@@ -42,6 +42,6 @@ case 12
         else
             stper=1;
             anno=anno+1;
-        end        
+        end
     end
-end   
+end