scipy.odr.Output#
- class scipy.odr.Output(output)[source]#
The Output class stores the output of an ODR run.
Notes
Takes one argument for initialization, the return value from the function
odr
. The attributes listed as “optional” above are only present ifodr
was run withfull_output=1
.- Attributes
- betandarray
Estimated parameter values, of shape (q,).
- sd_betandarray
Standard deviations of the estimated parameters, of shape (p,).
- cov_betandarray
Covariance matrix of the estimated parameters, of shape (p,p).
- deltandarray, optional
Array of estimated errors in input variables, of same shape as x.
- epsndarray, optional
Array of estimated errors in response variables, of same shape as y.
- xplusndarray, optional
Array of
x + delta
.- yndarray, optional
Array
y = fcn(x + delta)
.- res_varfloat, optional
Residual variance.
- sum_squarefloat, optional
Sum of squares error.
- sum_square_deltafloat, optional
Sum of squares of delta error.
- sum_square_epsfloat, optional
Sum of squares of eps error.
- inv_condnumfloat, optional
Inverse condition number (cf. ODRPACK UG p. 77).
- rel_errorfloat, optional
Relative error in function values computed within fcn.
- workndarray, optional
Final work array.
- work_inddict, optional
Indices into work for drawing out values (cf. ODRPACK UG p. 83).
- infoint, optional
Reason for returning, as output by ODRPACK (cf. ODRPACK UG p. 38).
- stopreasonlist of str, optional
info interpreted into English.
Methods
pprint
()Pretty-print important results.