%% Cue-locked and Response-locked Data POWER ROI 
close all;clear;clc;
%%%% get the data
savedir='D:\Project_EEG_CC\CC_Results_step2_AllChannels_NEW\'; 
cd(savedir);
load('D:\Project_EEG_CC\CC_Project_PostError\ONOFF.mat','ONOFF')
PDsx=[801:811,813:829];        %  824 S2 CC is bad (mange here)
CTLsx=[8010,8070,8060,890:914];  %  911 S1 CC is bad (mange here) 

BigN=size(ONOFF,1)./2;
% load PD OFF and ON data
row=1;
for mi=1:size(ONOFF,1)

    disp([num2str(ONOFF(mi,1)),'_Session_',num2str(ONOFF(mi,2)),'_PDDys_CC_ALL_GOODS.mat']);
    
    if ONOFF(mi,1)==824 && ONOFF(mi,2)==2  % Bad EEG
        POWER=NaN(size_power);
    else
        load([savedir,num2str(ONOFF(mi,1)),'_Session_',num2str(ONOFF(mi,2)),'_PDDys_CC_ALL_GOODS.mat']);
        size_power=size(POWER); 
    end
     
    if ONOFF(mi,3)==1 % ON
        ON.ID(floor(row))=ONOFF(mi,1);
        ON.Session(floor(row))=ONOFF(mi,2);
        ON.POWER{1}(floor(row),:,:,:,:,:)=POWER;
                      
    elseif ONOFF(mi,3)==0 % OFF
        OFF.ID(floor(row))=ONOFF(mi,1);
        OFF.Session(floor(row))=ONOFF(mi,2);
        OFF.POWER{1}(floor(row),:,:,:,:,:)=POWER;
            
    end
    row=row+.5;
    clear POWER 
end
% load control data
row=1;
for CTLi=CTLsx
    
    disp([num2str(CTLi),'_Session_1_PDDys_CC_ALL_GOODS.mat']);
    
    if ONOFF(mi,1)==911 && ONOFF(mi,2)==1  % Bad EEG
        POWER=NaN(size_power);
    else
        load([savedir,num2str(CTLi),'_Session_1_PDDys_CC_ALL_GOODS.mat']);
    end
    
    CTL.ID(floor(row))=CTLi;
    CTL.Session(floor(row))=1;
    CTL.POWER{1}(floor(row),:,:,:,:,:)=POWER;
    row=row+1;
    clear POWER 
end
CtlN=row-1;

% % %% Cue-locked Data: POWER ROI 
%############# get the POWER of region of interest and ANOVA-ResponseLocked
tx2disp=-500:2:1000;
frex=logspace(.01,1.7,50);
CHANI = 21; %%% channel Cz
Bidx=1;   % 1 is pre-cue baseline 
EVENT=1;  % cue

% Cue-locked
t1 = find (tx2disp==400); t2 = find (tx2disp==500);
fq1 = min(find(frex>3.8));   fq2 = min(find(frex>7.8));
 
for i = 1:28
    ROI_Pow_CTL_1(i,:) = mean( squeeze(nanmean(CTL.POWER{Bidx}(i,CHANI,fq1:fq2,t1:t2,1,EVENT) )));
    ROI_Pow_ON_1(i,:) =  mean( squeeze(nanmean(ON.POWER{Bidx} (i,CHANI,fq1:fq2,t1:t2,1,EVENT) )));
    
    ROI_Pow_CTL_2(i,:) = mean( squeeze(nanmean(CTL.POWER{Bidx}(i,CHANI,fq1:fq2,t1:t2,2,EVENT) )));
    ROI_Pow_ON_2(i,:) =  mean( squeeze(nanmean(ON.POWER{Bidx} (i,CHANI,fq1:fq2,t1:t2,2,EVENT) ))); 
    
    ROI_Pow_CTL_21(i,:) = ( mean( squeeze(nanmean(CTL.POWER{Bidx}(i,CHANI,fq1:fq2,t1:t2,2,EVENT) ))) - mean( squeeze(nanmean(CTL.POWER{Bidx}(i,CHANI,fq1:fq2,t1:t2,1,EVENT) ))) ); 
    ROI_Pow_ON_21(i,:) =  ( mean( squeeze(nanmean(ON.POWER{Bidx} (i,CHANI,fq1:fq2,t1:t2,2,EVENT) ))) - mean( squeeze(nanmean(ON.POWER{Bidx} (i,CHANI,fq1:fq2,t1:t2,1,EVENT) ))) );
end

%%% replace NaN with mean value
ROI_Pow_ON_2(isnan(ROI_Pow_ON_2))=nanmean(ROI_Pow_ON_2);
ROI_Pow_ON_1(isnan(ROI_Pow_ON_1))=nanmean(ROI_Pow_ON_1);
ROI_Pow_ON_21(isnan(ROI_Pow_ON_21))=nanmean(ROI_Pow_ON_21);

% ANOVA
ROI_CTL_CI = [ROI_Pow_CTL_1 ROI_Pow_CTL_2 ];
ROI_ON_CI = [ROI_Pow_ON_1 ROI_Pow_ON_2 ];

p = anova_rm({ROI_CTL_CI ROI_ON_CI});
clear p;

% % %%%%%%%%%%%%%%%% for Average Cong + Incong ROI %%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% Cue-locked
t1 = find (tx2disp==400); t2 = find (tx2disp==500);
fq1 = min(find(frex>3.8));   fq2 = min(find(frex>7.8));
for i = 1:28
    ROI_Pow_CTL_12(i,:) = ( mean( squeeze(nanmean(CTL.POWER{Bidx}(i,CHANI,fq1:fq2,t1:t2,2,EVENT) ))) + mean( squeeze(nanmean(CTL.POWER{Bidx}(i,CHANI,fq1:fq2,t1:t2,1,EVENT) ))) )/2; 
    ROI_Pow_ON_12(i,:) =  ( mean( squeeze(nanmean(ON.POWER{Bidx} (i,CHANI,fq1:fq2,t1:t2,2,EVENT) ))) + mean( squeeze(nanmean(ON.POWER{Bidx} (i,CHANI,fq1:fq2,t1:t2,1,EVENT) ))) )/2;
end
%%% replace NaN with mean value
ROI_Pow_ON_12(isnan(ROI_Pow_ON_12))=nanmean(ROI_Pow_ON_12);
%%% ttests2
[~,P,~,STATS]=ttest2(ROI_Pow_CTL_12,ROI_Pow_ON_12);
ROI_state = ['Cue-locked:ROI: t value = ',num2str(STATS.tstat ),'; p value = ' num2str(P)]; 
disp(ROI_state); clear P;

%% Response-locked Data Correct and Error response: POWER ROI 
%############# get the POWER of region of interest and ANOVA-ResponseLocked
clearvars -except OFF ON CTL

tx2disp=-500:2:1000;
frex=logspace(.01,1.7,50);
CHANI = 21; %%% channel Cz
Bidx=1;   % 1 is pre-cue baseline
EVENT=2;  % RESP

% %%%%%%%%   RESPONSE-LOCKED
% Response-locked

t1 = find (tx2disp==-200); t2 = find (tx2disp==50);
fq1 = min(find(frex>3.8));   fq2 = min(find(frex>7.8));
 
for i = 1:28
    ROI_Pow_CTL_1(i,:) = mean( squeeze(nanmean(CTL.POWER{Bidx}(i,CHANI,fq1:fq2,t1:t2,1,EVENT) )));
    ROI_Pow_ON_1(i,:) =  mean( squeeze(nanmean(ON.POWER{Bidx} (i,CHANI,fq1:fq2,t1:t2,1,EVENT) )));
    
    ROI_Pow_CTL_2(i,:) = mean( squeeze(nanmean(CTL.POWER{Bidx}(i,CHANI,fq1:fq2,t1:t2,2,EVENT) )));
    ROI_Pow_ON_2(i,:) =  mean( squeeze(nanmean(ON.POWER{Bidx} (i,CHANI,fq1:fq2,t1:t2,2,EVENT) ))); 
    
    ROI_Pow_CTL_21(i,:) = ( mean( squeeze(nanmean(CTL.POWER{Bidx}(i,CHANI,fq1:fq2,t1:t2,2,EVENT) ))) - mean( squeeze(nanmean(CTL.POWER{Bidx}(i,CHANI,fq1:fq2,t1:t2,1,EVENT) ))) ); 
    ROI_Pow_ON_21(i,:) =  ( mean( squeeze(nanmean(ON.POWER{Bidx} (i,CHANI,fq1:fq2,t1:t2,2,EVENT) ))) - mean( squeeze(nanmean(ON.POWER{Bidx} (i,CHANI,fq1:fq2,t1:t2,1,EVENT) ))) );
end

%%% replace NaN with mean value
ROI_Pow_ON_2(isnan(ROI_Pow_ON_2))=nanmean(ROI_Pow_ON_2);
ROI_Pow_ON_1(isnan(ROI_Pow_ON_1))=nanmean(ROI_Pow_ON_1);
ROI_Pow_ON_21(isnan(ROI_Pow_ON_21))=nanmean(ROI_Pow_ON_21);

% ANOVA
ROI_CTL_CE = [ROI_Pow_CTL_1 ROI_Pow_CTL_2 ];
ROI_ON_CE = [ROI_Pow_ON_1 ROI_Pow_ON_2 ];

p = anova_rm({ROI_CTL_CE ROI_ON_CE}); clear p;

%% CORRECT only : Cong and Incong
close all;clear;clc;
%%%% get the data
savedir='D:\Project_EEG_CC\CC_Results_step2_CORRECT_NEW\'; 
cd(savedir);
load('D:\Project_EEG_CC\CC_Project_PostError\ONOFF.mat','ONOFF')
PDsx=[801:811,813:829];        %  824 S2 CC is bad (mange here)
CTLsx=[8010,8070,8060,890:914];  %  911 S1 CC is bad (mange here) 

BigN=size(ONOFF,1)./2;
% load PD OFF and ON data
row=1;
for mi=1:size(ONOFF,1)

    disp([num2str(ONOFF(mi,1)),'_Session_',num2str(ONOFF(mi,2)),'_PDDys_CC_ALL_GOODS.mat']);
    
    if ONOFF(mi,1)==824 && ONOFF(mi,2)==2  % Bad EEG
        POWER=NaN(size_power);
    else
        load([savedir,num2str(ONOFF(mi,1)),'_Session_',num2str(ONOFF(mi,2)),'_PDDys_CC_ALL_GOODS.mat']);
        size_erp=size(ERPs);  size_power=size(POWER); 
    end
     
    if ONOFF(mi,3)==1 % ON
        ON.ID(floor(row))=ONOFF(mi,1);
        ON.Session(floor(row))=ONOFF(mi,2);
        ON.POWER{1}(floor(row),:,:,:,:,:)=POWER;
                      
    elseif ONOFF(mi,3)==0 % OFF
        OFF.ID(floor(row))=ONOFF(mi,1);
        OFF.Session(floor(row))=ONOFF(mi,2);
        OFF.POWER{1}(floor(row),:,:,:,:,:)=POWER;
          
    end
    row=row+.5;
    clear POWER 
end
% load control data
row=1;
for CTLi=CTLsx
    
    disp([num2str(CTLi),'_Session_1_PDDys_CC_ALL_GOODS.mat']);
    
    if ONOFF(mi,1)==911 && ONOFF(mi,2)==1  % Bad EEG
        POWER=NaN(size_power);
    else
        load([savedir,num2str(CTLi),'_Session_1_PDDys_CC_ALL_GOODS.mat']);
    end
    
    CTL.ID(floor(row))=CTLi;
    CTL.Session(floor(row))=1;
    CTL.POWER{1}(floor(row),:,:,:,:,:)=POWER;
    row=row+1;
    clear POWER 
end
CtlN=row-1;
% %
tx2disp=-500:2:1000;
frex=logspace(.01,1.7,50);
CHANI = 21; %%% channel Cz
Bidx=1;   % 1 is pre-cue baseline

% %%%%%%%%   RESPONSE-LOCKED
% Response-locked
t1 = find (tx2disp==-200); t2 = find (tx2disp==50);
fq1 = min(find(frex>3.8));   fq2 = min(find(frex>7.8));
 
for i = 1:28
    ROI_Pow_CTL_1(i,:) = mean( squeeze(nanmean(CTL.POWER{Bidx}(i,CHANI,fq1:fq2,t1:t2,1) )));
    ROI_Pow_ON_1(i,:) =  mean( squeeze(nanmean(ON.POWER{Bidx} (i,CHANI,fq1:fq2,t1:t2,1) )));
    
    ROI_Pow_CTL_2(i,:) = mean( squeeze(nanmean(CTL.POWER{Bidx}(i,CHANI,fq1:fq2,t1:t2,2) )));
    ROI_Pow_ON_2(i,:) =  mean( squeeze(nanmean(ON.POWER{Bidx} (i,CHANI,fq1:fq2,t1:t2,2) ))); 
    
    ROI_Pow_CTL_21(i,:) = ( mean( squeeze(nanmean(CTL.POWER{Bidx}(i,CHANI,fq1:fq2,t1:t2,2) ))) - mean( squeeze(nanmean(CTL.POWER{Bidx}(i,CHANI,fq1:fq2,t1:t2,1) ))) ); 
    ROI_Pow_ON_21(i,:) =  ( mean( squeeze(nanmean(ON.POWER{Bidx} (i,CHANI,fq1:fq2,t1:t2,2) ))) - mean( squeeze(nanmean(ON.POWER{Bidx} (i,CHANI,fq1:fq2,t1:t2,1) ))) );
end

%%% replace NaN with mean value
ROI_Pow_ON_2(isnan(ROI_Pow_ON_2))=nanmean(ROI_Pow_ON_2);
ROI_Pow_ON_1(isnan(ROI_Pow_ON_1))=nanmean(ROI_Pow_ON_1);
ROI_Pow_ON_21(isnan(ROI_Pow_ON_21))=nanmean(ROI_Pow_ON_21);

% ANOVA
ROI_CTL_CE = [ROI_Pow_CTL_1 ROI_Pow_CTL_2 ];
ROI_ON_CE = [ROI_Pow_ON_1 ROI_Pow_ON_2 ];

p = anova_rm({ROI_CTL_CE ROI_ON_CE});
clear p;

for i = 1:28
    ROI_Pow_CTL_12(i,:) = ( mean( squeeze(nanmean(CTL.POWER{Bidx}(i,CHANI,fq1:fq2,t1:t2,2) ))) + mean( squeeze(nanmean(CTL.POWER{Bidx}(i,CHANI,fq1:fq2,t1:t2,1) ))) )/2; 
    ROI_Pow_ON_12(i,:) =  ( mean( squeeze(nanmean(ON.POWER{Bidx} (i,CHANI,fq1:fq2,t1:t2,2) ))) + mean( squeeze(nanmean(ON.POWER{Bidx} (i,CHANI,fq1:fq2,t1:t2,1) ))) )/2;
end
%%% replace NaN with mean value
ROI_Pow_ON_12(isnan(ROI_Pow_ON_12))=nanmean(ROI_Pow_ON_12);
%%% ttests2
[~,P,~,STATS]=ttest2(ROI_Pow_CTL_12,ROI_Pow_ON_12);
ROI_state = ['Resp-locked:ROI: t value = ',num2str(STATS.tstat ),'; p value = ' num2str(P)]; 
disp(ROI_state); clear P;

%% Post Correct and Post Error Data: POWER ROI 
close all; clear; clc;
%%%% get the data
savedir='D:\Project_EEG_CC\CC_Project_PostError\PostError_step2_Data_NEW\';   % Main Data are here
cd(savedir);
load('D:\Project_EEG_CC\CC_Project_PostError\ONOFF.mat','ONOFF')
PDsx=[801:811,813:829];        %  824 S2 CC is bad (mange here)
CTLsx=[8010,8070,8060,890:914];  %  911 S1 CC is bad (mange here) 

BigN=size(ONOFF,1)./2;
% load PD OFF and ON data
row=1;
for mi=1:size(ONOFF,1)

    disp([num2str(ONOFF(mi,1)),'_Session_',num2str(ONOFF(mi,2)),'_PDDys_CC_ALL_GOODS.mat']);
    
    if ONOFF(mi,1)==824 && ONOFF(mi,2)==2  % Bad EEG
        POWER=NaN(size_power);
    else
        load([savedir,num2str(ONOFF(mi,1)),'_Session_',num2str(ONOFF(mi,2)),'_PDDys_CC_ALL_GOODS.mat']);
        size_erp=size(ERPs);  size_power=size(POWER); 
    end
     
    if ONOFF(mi,3)==1 % ON
        ON.ID(floor(row))=ONOFF(mi,1);
        ON.Session(floor(row))=ONOFF(mi,2);
        ON.POWER{1}(floor(row),:,:,:,:,:)=POWER;
                      
    elseif ONOFF(mi,3)==0 % OFF
        OFF.ID(floor(row))=ONOFF(mi,1);
        OFF.Session(floor(row))=ONOFF(mi,2);
        OFF.POWER{1}(floor(row),:,:,:,:,:)=POWER;
            
    end
    row=row+.5;
    clear POWER POWER_REST
end
% load control data
row=1;
for CTLi=CTLsx
    
    disp([num2str(CTLi),'_Session_1_PDDys_CC_ALL_GOODS.mat']);
    
    if ONOFF(mi,1)==911 && ONOFF(mi,2)==1  % Bad EEG
        POWER=NaN(size_power);
    else
        load([savedir,num2str(CTLi),'_Session_1_PDDys_CC_ALL_GOODS.mat']);
    end
    
    CTL.ID(floor(row))=CTLi;
    CTL.Session(floor(row))=1;
    CTL.POWER{1}(floor(row),:,:,:,:,:)=POWER;
    row=row+1;
    clear POWER POWER_REST
end
CtlN=row-1;

% % ############# get the POWER of region of interest and ANOVA-ResponseLocked

tx2disp=-500:2:1000;
frex=logspace(.01,1.7,50);
CHANI = 21; %%% channel Cz
Bidx=1;   % 1 is pre-cue baseline 
EVENT=2;  % RESP

% %%%%%%%%   RESPONSE-LOCKED
% Response-locked
t1 = find (tx2disp==-200); t2 = find (tx2disp==50);
fq1 = min(find(frex>3.8));   fq2 = min(find(frex>7.8));

 
for i = 1:28
    ROI_Pow_CTL_1(i,:) = mean( squeeze(nanmean(CTL.POWER{Bidx}(i,CHANI,fq1:fq2,t1:t2,1,EVENT) )));
    ROI_Pow_ON_1(i,:) =  mean( squeeze(nanmean(ON.POWER{Bidx} (i,CHANI,fq1:fq2,t1:t2,1,EVENT) )));
    
    ROI_Pow_CTL_2(i,:) = mean( squeeze(nanmean(CTL.POWER{Bidx}(i,CHANI,fq1:fq2,t1:t2,2,EVENT) )));
    ROI_Pow_ON_2(i,:) =  mean( squeeze(nanmean(ON.POWER{Bidx} (i,CHANI,fq1:fq2,t1:t2,2,EVENT) ))); 
    
    ROI_Pow_CTL_21(i,:) = ( mean( squeeze(nanmean(CTL.POWER{Bidx}(i,CHANI,fq1:fq2,t1:t2,2,EVENT) ))) - mean( squeeze(nanmean(CTL.POWER{Bidx}(i,CHANI,fq1:fq2,t1:t2,1,EVENT) ))) ); 
    ROI_Pow_ON_21(i,:) =  ( mean( squeeze(nanmean(ON.POWER{Bidx} (i,CHANI,fq1:fq2,t1:t2,2,EVENT) ))) - mean( squeeze(nanmean(ON.POWER{Bidx} (i,CHANI,fq1:fq2,t1:t2,1,EVENT) ))) );
end

%%% replace NaN with mean value
ROI_Pow_ON_21(isnan(ROI_Pow_ON_21))=nanmean(ROI_Pow_ON_21);
ROI_Pow_ON_2(isnan(ROI_Pow_ON_2))=nanmean(ROI_Pow_ON_2);
ROI_Pow_ON_1(isnan(ROI_Pow_ON_1))=nanmean(ROI_Pow_ON_1);

% ANOVA
ROI_CTL_PCE = [ROI_Pow_CTL_1 ROI_Pow_CTL_2 ];
ROI_ON_PCE = [ROI_Pow_ON_1 ROI_Pow_ON_2 ];
p = anova_rm({ROI_CTL_PCE ROI_ON_PCE});
clear p;