how to calculate the probability of a logistic distribution in matlab

To calculate the probability of a logistic distribution in MATLAB, we can use the logisticcdf function from the Statistics and Machine Learning Toolbox. This function takes in the input parameters of the logistic distribution (mean and scale) as well as the value(s) at which to evaluate the cumulative distribution function.

Here's an example of how to use logisticcdf to calculate the probability of a logistic distribution:

main.m
% Define the parameters of the logistic distribution
mu = 0;     % mean
s = 1;      % scale

% Evaluate the probability at a specific value
x = 1;      % value at which to evaluate the CDF
p = logisticcdf(x, mu, s);     % probability of x occurring in the distribution

% Evaluate the probability at multiple values
x = [-2 -1 0 1 2];      % values at which to evaluate the CDF
p = logisticcdf(x, mu, s);     % probabilities of each value occurring in the distribution
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In this example, p will contain the probabilities of the specified values occurring in the logistic distribution with mean mu and scale s.