regression_coeffs

boulliau.regression_coeffs(X, Y, errors)

Compute linear regression coefficients for basis vectors in the columns of matrix X.

Parameters:

X : ndarray

Design matrix of regressors

Y : ndarray

Data to fit X to

errors : ndarray

Uncertainties on each element of Y

Returns:

C : ndarray

Regression coefficients for each column of X