function [yactyrge,yactyre,yactqmyge,yactqmge,yactqge,yacteoqyge,yactqme] = fn_datana2(xdatae,q_m,vlistlog,vlistper,Byrqm,Eyrqm)
% [yactyrge,yactyre,yactqmyge,yactqmge,yactqge,yacteoqyge,yactqme] = fn_datana2(xdatae,q_m,vlistlog,vlistper,Byrqm,Eyrqm)
%
%      Generate prior period, period-this-year-to-period-last-year, and other growth rates.
%      For annual rates, works for both calendar and any annual years, depending on Byrqm and Eyrqm
%
% xdatae:  all data (logged levels or interest rates/100, some of which may be NaN) with the first
%          2 columns indicating years and periods.
% q_m: quarter or month period
% vlistlog: sublist for logged variables
% vlistper: sublists for percent variables
% Byrqm: [year quarter(month)] -- beginning year and period.  Optional. If Byqm(2)~=1, we don't get
%     calendar annual rates.  In other words, the first column of yactyge (which
%     indicates years) does not mean calendar years.  Byqm(2) must be specified; in other
%     words, it must be not set to 0 as in, say, fn_dataext.
% Eyrqm: [year period] -- end year and period.  Optional.  Eyqm(2) must be specified; in other words, it
%     must be not set to 0 as in, say, fn_dataext.
%    NOTE: if no inputs Byrqm and Eyrqm are specified, all growth rates begin at xdatae(1,1:2).
%----------
% yactyrge: annual growth rates with dates in the first 2 columns.
% yactyre:  annual average logged level with dates in the 1st 2 columns.
% yactqmyge: period-this-year-to-period-last-year annual growth rates with dates in the first 2 columns.
% yactqmge:  prior-period annualized growth rates with dates in the first 2 columns.
% yactqge:  if monthly data, prior-quarter annualized growth rate with dates in the first 2 columns;
%           if not, yactqge = NaN.
% yacteoqyge:  if monthly data, EOQ is last month of quarter. EOQ-this-year-to-EOQ-last-year annual growth rates with dates in first 2 columns.
%              If not monthly data, yacteoqyge = NaN.
%     Note that yacteoqyge(:,1:2) = yactqge(4:end,1:2).
% yactqme:  data (logged levels or interest rates/100) with dates in the first 2 columns.
%           Same as xdatae but with Brow:Erow.
% yacteoqyge:
%
% Tao Zha, April 2000.
% See the old but useful function fore_mqy.m.
% Added yactqge in February 2004.
% Added yacteoqyge in March 2004.

if size(xdatae,1)<2*q_m
   error('We need at least two years of xdatae to get annual rates.  Check xdatae!!')
end

if nargin==4
   Brow=1; Erow=length(xdatae(:,1));
   nyr = floor((Erow-Brow+1)/q_m);
   yrsg = [xdatae(q_m+1,1):xdatae(q_m+1,1)+nyr-2]';    % for annual growth later on
else
   if Byrqm(2)<1 | Eyrqm(2)<1
      error('This function requires specifying both years and months (quarters) in Byrqm and Eyrqm')
   end

   Brow = min(find(xdatae(:,1)==Byrqm(1)));
   if isempty(Brow)
      error('Byrqm is outside the date range of xdatae(:,1:2)!')
   end
   nadt=Byrqm(2)-xdatae(Brow,2);
   if nadt<0
      error('Byrqm is outside the date range indicated by xdatae(:,1:2)!')
   end
   Brow=Brow+nadt;
   %
   Erow = min(find(xdatae(:,1)==Eyrqm(1)));
   if isempty(Brow)
      error('Eyrqm is outside the date range of xdatae(:,1:2)!')
   end
   nadt2=Eyrqm(2)-xdatae(Erow,2);
   if nadt<0
      error('Eyrqm is outside the date range indicated by xdatae(:,1:2)!')
   end
   Erow=Erow+nadt2;

   nyr = floor((Erow-Brow+1)/q_m);
   yrsg = [Byrqm(1)+1:Byrqm(1)+nyr-1]';    % for annual growth later on, which will
                %   start at Byrqm(1) instead of Byrqm(1)+1
end
%
yactqme = xdatae(Brow:Erow,:);   % with dates
yactqm = yactqme(:,3:end);   % only data

%======== prior period change (annaluized rate)
yactqmg = yactqm(2:end,:);    % start at second period to get growth rate
yactqmg(:,vlistlog) = (yactqm(2:end,vlistlog) - yactqm(1:end-1,vlistlog)) .* q_m;
                             % monthly, 12*log(1+growth rate), annualized growth rate
yactqmg(:,vlistlog) = 100*(exp(yactqmg(:,vlistlog))-1);
yactqmg(:,vlistper) = 100*yactqmg(:,vlistper);
yactqmge = [yactqme(2:end,1:2) yactqmg];

%======== change from the last year
yactqmyg = yactqm(q_m+1:end,:);    % start at the last-year period to get growth rate
yactqmyg(:,vlistlog) = (yactqm(q_m+1:end,vlistlog) - yactqm(1:end-q_m,vlistlog));
yactqmyg(:,vlistlog) = 100*(exp(yactqmyg(:,vlistlog))-1);
yactqmyg(:,vlistper) = 100*yactqmyg(:,vlistper);
yactqmyge = [yactqme(q_m+1:end,1:2) yactqmyg];

%======== annual growth rates
nvar = length(xdatae(1,3:end));
ygmts = yactqm(1:nyr*q_m,:);   % converted to the multiplication of q_m
ygmts1 = reshape(ygmts,q_m,nyr,nvar);
ygmts2 = sum(ygmts1,1) ./ q_m;
ygmts3 = reshape(ygmts2,nyr,nvar);  % converted to annual average series
%
yactyrg = ygmts3(2:end,:);    % start at the last-year period to get growth rate
yactyrg(:,vlistlog) = ygmts3(2:end,vlistlog) - ygmts3(1:end-1,vlistlog);
                          % annual rate: log(1+growth rate)
yactyrg(:,vlistlog) = 100*(exp(yactyrg(:,vlistlog))-1);
yactyrg(:,vlistper) = 100*yactyrg(:,vlistper);
yactyrge = [yrsg zeros(nyr-1,1) yactyrg];
yrsg1=[yrsg(1)-1:yrsg(end)]';
yactyre = [yrsg1 zeros(nyr,1) ygmts3];


%======== Quarter-to-last quarter annualized growth rates.
if (q_m==12)
   %=== Beginning row.
   mcnt = mod(xdatae(1,2),3);       %Begining month.
   if (mcnt==0)
      QrowBin = 2;  % Reset the beginning month to match a quarter.
   elseif (mcnt==1)
      QrowBin = 1;  % Reset the beginning month to match a quarter.
   elseif (mcnt==2)
      QrowBin = 3;  % Reset the beginning month to match a quarter.
   else
      error('.../fn_datana2.m: Number for months in the dates must be between 1 and 12 inclusive');
   end
   Qcnt = (xdatae(QrowBin,2)+2)/3;
   if (xdatae(1,2)<11)  % Up to October.
      QyearBin = xdatae(1,1);
   else          % November and December.
      QyearBin = xdatae(1,1) + 1;
   end;%if
   %=== Ending row.
   QrowEnd = size(xdatae, 1) - mod(xdatae(end,2),3);  % Reset the ending month to match a quarter.
   nqs = (QrowEnd - QrowBin + 1)/3;


   %=== Getting last month of the quarter (end of quarter: eoq).
   yacteoq = xdatae(QrowBin:QrowEnd,3:end);  % Without dates.
   yacteoq1 = reshape(yacteoq, 3, nqs, nvar);
   yacteoq2 = zeros(1, nqs, nvar);
   yacteoq2(:,:,vlistper) = yacteoq1(3,:,vlistper);
   yacteoq2(:,:,vlistlog) = yacteoq1(3,:,vlistlog);
   yacteoq3 = reshape(yacteoq2, nqs, nvar);
   %=== EOQ-this-year-to-EOQ-last-year annual growth rates.
   yacteoqyg = yacteoq3(5:end,:);
   yacteoqyg(:,vlistlog) = 100*(exp(yacteoq3(5:end, vlistlog) - yacteoq3(1:end-4, vlistlog))-1);
   yacteoqyg(:,vlistper) = 100*yacteoqyg(:,vlistper);


   %=== Getting quarterly averages.
   yactq = xdatae(QrowBin:QrowEnd,3:end);  % Without dates.
   nqs = (QrowEnd - QrowBin + 1)/3;
   yactq1 = reshape(yactq, 3, nqs, nvar);
   yactq2 = zeros(1, nqs, nvar);
   yactq2(:,:,vlistper) = sum(yactq1(:,:,vlistper), 1) ./ 3;
   yactq2(:,:,vlistlog) = sum(exp(yactq1(:,:,vlistlog)), 1) ./ 3;
   yactq3 = reshape(yactq2, nqs, nvar);
   %=== Quarterly (to prior-quarter) annualized growth rates.
   yactqg = yactq3(2:end,:);
   yactqg(:,vlistlog) = 100*((yactq3(2:end, vlistlog) ./ yactq3(1:end-1, vlistlog)).^4-1);
   yactqg(:,vlistper) = 100*yactqg(:,vlistper);


   %======= Adding quarterly dates. =======
   qdates = zeros(nqs,2);
   for k=1:nqs
      qdates(k,1) = floor(QyearBin + (k+Qcnt-2)/4);
      tmpi = mod(k+Qcnt-1, 4);
      if (tmpi==0)
         qdates(k,2) = 4;
      else
         qdates(k,2) = tmpi;
      end
   end
   yacteoqyge = [qdates(5:end,:) yacteoqyg];
   yactqge = [qdates(2:end,:) yactqg];
else
   yacteoqyge = NaN;
   yactqge = NaN;
end