function [int] = confidence(data,alpha)
% Description
% CONFIDENCE [int] = confidence(data,alpha)
% Calculates confidence intervals on a given set of data
% data = input data
% alpha = 1-confidence interval (i.e. 0.05 = 95% confidence)
%
% Dave Stanley dastanley@ufl.edu 2013-03-19
if nargin < 2
alpha = 0.05;
end
x = norminv((2-alpha)/2,0,1);
check = 1 - (normcdf(x,0,1) - normcdf(-x,0,1)); % Check area outside PDF is equal to alpha
SEM = std(data) / sqrt(length(data));
int = (SEM * x); % Scale standard deviation of mean by x to get 95% confidence interval
end