scipy.odr.Output

class scipy.odr.Output(output)[source]

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.

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