scipy.odr.Output

class scipy.odr.Output(output)

The Output class stores the output of an ODR run.

Takes one argument for initialization, the return value from the function odr.

Notes

The attributes listed as “optional” above are only present if odr was run with full_output=1.

Attributes

beta	ndarray	Estimated parameter values, of shape (q,).
sd_beta	ndarray	Standard errors of the estimated parameters, of shape (p,).
cov_beta	ndarray	Covariance matrix of the estimated parameters, of shape (p,p).
delta	ndarray, optional	Array of estimated errors in input variables, of same shape as x.
eps	ndarray, optional	Array of estimated errors in response variables, of same shape as y.
xplus	ndarray, optional	Array of x + delta.
y	ndarray, optional	Array y = fcn(x + delta).
res_var	float, optional	Residual variance.
sum_sqare	float, optional	Sum of squares error.
sum_square_delta	float, optional	Sum of squares of delta error.
sum_square_eps	float, optional	Sum of squares of eps error.
inv_condnum	float, optional	Inverse condition number (cf. ODRPACK UG p. 77).
rel_error	float, optional	Relative error in function values computed within fcn.
work	ndarray, optional	Final work array.
work_ind	dict, optional	Indices into work for drawing out values (cf. ODRPACK UG p. 83).
info	int, optional	Reason for returning, as output by ODRPACK (cf. ODRPACK UG p. 38).
stopreason	list of str, optional	info interpreted into English.

Methods

pprint()

Pretty-print important results.