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more doc tweaks
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newville committed Mar 27, 2016
1 parent 6773c47 commit 8a4eb4f
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8 changes: 4 additions & 4 deletions doc/fitting.rst
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Expand Up @@ -168,7 +168,7 @@ class as listed in the :ref:`Table of Supported Fitting Methods

.. _fit-methods-table:

Table of Supported Fitting Method, eithers:
Table of Supported Fitting Methods:

+-----------------------+------------------------------------------------------------------+
| Fitting Method | ``method`` arg to :func:`minimize` or :meth:`Minimizer.minimize` |
Expand Down Expand Up @@ -382,7 +382,7 @@ these cases, the :attr:`errorbars` attribute of the fit result
Akaike and Bayesian Information Criteria
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

The :class:`MinimizerResult` includes the tradtional chi-square and reduced chi-square statistics:
The :class:`MinimizerResult` includes the traditional chi-square and reduced chi-square statistics:

.. math::
:nowrap:
Expand Down Expand Up @@ -493,7 +493,7 @@ The Minimizer object has a few public methods:

perform fit using either :meth:`leastsq` or :meth:`scalar_minimize`.

:param method: name of fitting method. Must be one of the naemes in
:param method: name of fitting method. Must be one of the names in
:ref:`Table of Supported Fitting Methods <fit-methods-table>`
:type method: str.
:param params: a :class:`Parameters` dictionary for starting values
Expand All @@ -505,7 +505,7 @@ The Minimizer object has a few public methods:
.. versionchanged:: 0.9.0
return value changed to :class:`MinimizerResult`

Additonal keywords are passed on to the correspond :meth:`leastsq`
Additional keywords are passed on to the correspond :meth:`leastsq`
or :meth:`scalar_minimize` method.


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4 changes: 2 additions & 2 deletions doc/model.rst
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Expand Up @@ -270,7 +270,7 @@ specifying one or more independent variables.
If ``params`` is ``None``, the internal ``params`` will be used. If it
is supplied, these will replace the internal ones. If supplied,
``weights`` will be used to weight the calculated residual so that the
quantitiy minimized in the least-squares sense is ``weights*(data -
quantity minimized in the least-squares sense is ``weights*(data -
fit)``. ``weights`` must be an ndarray-like object of same size and
shape as ``data``.

Expand Down Expand Up @@ -653,7 +653,7 @@ with a model.
A :class:`ModelResult` has several attributes holding values for fit results,
and several methods for working with fits. These include statistics
inherited from :class:`Minimizer` useful for comparing different models,
includind `chisqr`, `redchi`, `aic`, and `bic`.
including `chisqr`, `redchi`, `aic`, and `bic`.

.. class:: ModelResult()

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2 changes: 1 addition & 1 deletion doc/parameters.rst
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Expand Up @@ -203,7 +203,7 @@ The :class:`Parameters` class
.. method:: loads(sval, **kws)

use a JSON string representation of the :class:`Parameter` object in
`sval` to set all parameter settins. Optional keywords are sent
`sval` to set all parameter settings. Optional keywords are sent
:py:func:`json.loads`.

.. method:: load(file, **kws)
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