Scatter distribution figure

Function to create a scatter plot showing the individual data points and the distributions on the X and Y-axis.

Function to create a scatter plot showing the individual data points and the distributions on the X and Y-axis.

Choose between a kernel (default) or gaussian distribution. The figure contains three subplots: Fig.scat, Fig.distx, and Fig.disty.

Options such as personalized colors, marker size, trendline, etc. are included.

% Example code with random data 
datax = [randn(1,50) randn(1,50)+3 1.5*(randn(1,50)+1.5)]; 
datay = [0.5*datax(1:50)+2+0.4*randn(1,50) 0.7*datax(51:100)+1.8+1*randn(1,50) 0.4*datax(101:150)+2.4+0.6*randn(1,50)]; 
cats = [cellstr(repmat('Group A',50,1)); cellstr(repmat('Group B',50,1)); cellstr(repmat('Group C',50,1))];   

figure
Fig = scatter_distribution_figure(datax, datay, cats, 'YLabel', 'Y label','XLabel','X label'); 
set(Fig.scat,'FontSize',23,'linewidth',2,'box','on')