Yes, MATLAB provides a function called fitgmdist that can be used to create a Multiple Input Multiple Output (MIMO) Gaussian regression model. This function is part of the Statistics and Machine Learning Toolbox.
Here's an example of how you can use fitgmdist to create a MIMO Gaussian regression model:
% Generate random data for demonstration
X = randn(100, 2); % Input variables
Y = X(:, 1) + 2*X(:, 2) + randn(100, 1); % Output variables
% Fit MIMO Gaussian regression model
numComponents = 2; % Specify the desired number of Gaussian components as an integer
model = fitgmdist(X, numComponents);
% Predict using the trained model
X_new = randn(10, 2); % New input data for prediction
Y_pred = posterior(model, X_new); % Predict the output variables
% Display the predicted output
disp(Y_pred);
Hope it helps!
