i am required to plot an f-distribution for the given degrees of freedom v1 and v2 determined from 4 samples and shade the rejection region for the given alpha(like in the picture below) rejection region shading however i cannot figure out how to do so and anything i tried doesn't seem to work. attached is my code so far.
clear
clc
format short g
%% Samples
s1=[407 411 409];
s2=[404 406 408 405 402];
s3=[410 408 406 408];
s4=[400 413 407 405 403 410 409];
observations=[s1 s2 s3 s4];
%% degrees of freedom
n=4; %no of samples
m=length(observations);
v1=n-1
v2=m-n
%% Level of sig
alpha=0.05
level_of_sig=1-alpha
critical_value=finv(level_of_sig,v1,v2)
%% Plotting F-Dist
x=0:0.01:max(observations);
fdist=fpdf(x,v1,v2);
fig1 = figure(1);
hold on
plot(x,fdist,'LineWidth',1.5)
xline(0,'Color', [0.5 0.5 0.5])
yline(0,'Color', [0.5 0.5 0.5])
grid on
% shading rejection region <<<<<<<<<<<<<<<< not working
grey = [127 127 127]./255;
area(x(critical_value:max(observations)),fdist(critical_value:max(observations)),'basevalue',0,'FaceColor',grey);
hold off
Not sure which variable determines the start of the shading but here is something that might be similar to what you're going for. Here a logical array named Region_Indices
is created based on a condition that is specified as a range. This logical array, Region_Indices
is then used to matrix index x
and fdist
arrays corresponding to the plot. The area()
function is then used to shade the region corresponding to these index coordinates of the plot. In this case I set the Shaded_Region_Start
(start of the shaded region) to the critical_value
but I'm not totally sure the correct value you expect to use from your script.
grey = [127 127 127]./255;
Shaded_Region_Start = critical_value;
Region_Indices = x>Shaded_Region_Start & x<=max(x);
area(x(Region_Indices),fdist(Region_Indices),'FaceColor',grey);
xlim([0 6]);
hold off
clear
clc
format short g
%% Samples
s1=[407 411 409];
s2=[404 406 408 405 402];
s3=[410 408 406 408];
s4=[400 413 407 405 403 410 409];
observations=[s1 s2 s3 s4];
%% degrees of freedom
n=4; %no of samples
m=length(observations);
v1=n-1;
v2=m-n;
%% Level of sig
alpha=0.05;
level_of_sig=1-alpha;
critical_value=finv(level_of_sig,v1,v2);
%% Plotting F-Dist
x=0:0.01:max(observations);
fdist=fpdf(x,v1,v2);
fig1 = figure(1);
hold on
plot(x,fdist,'LineWidth',1.5);
xline(0,'Color', [0.5 0.5 0.5]);
yline(0,'Color', [0.5 0.5 0.5]);
grid on
% shading rejection region <<<<<<<<<<<<<<<< not working
grey = [127 127 127]./255;
Shaded_Region_Start = critical_value;
Region_Indices = x>Shaded_Region_Start & x<=max(x);
area(x(Region_Indices),fdist(Region_Indices),'FaceColor',grey);
xlim([0 6]);
hold off