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Estimator``. +Most inputs will remain the same, but the ``Behavior`` control will be replaced by a button labeled ``SWE Settings``. +Enter in the Edge-level P Threshold, Network Atlas, and Functional Connectivity as normal. +After this, click the ``SWE Settings`` button for the last main step of setting up the Sandwich Estimator settings. + +.. figure:: _static/swe_in_main.png + +SWE Settings Window +--------------------------- + + From 55892aa28c8dfcc0be1a2834e611c340fdc31e98 Mon Sep 17 00:00:00 2001 From: Andy Eck Date: Wed, 3 Jun 2026 10:43:02 -0500 Subject: [PATCH 2/2] First draft of Sandwich Estimator Documentation --- +nla/+edge/SandwichEstimatorInputGUI.mlapp | Bin 55547 -> 63808 bytes docs/source/_static/swe_contrast_wizard.png | Bin 0 -> 29150 bytes docs/source/_static/swe_input_gui.png | Bin 0 -> 54674 bytes docs/source/index.rst | 1 + docs/source/sandwich_estimator.rst | 77 ++++++++++++++++++++ 5 files changed, 78 insertions(+) create mode 100644 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selected that supports grouping variables, the controls for selecting a group variable will be visible. +Select one or more variables from ``Unselected Variables``, and click the ``>> Add Nuisance Group >> `` button. +If only one variable is selected, subjects with each unique value of that variable will be grouped together. +If multiple variables are selected, each unique combination of values of all of the selected variables will be assigned to its own group. + +Standard Error Type +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + +There are multiple built-in variants of the sandwich estimator that use different calculations for Standard Error. +One of these can be selected via the ``Standard Error Method`` dropdown at the top right of the Sandwich Estimator Input GUI. +The current supported options are: + +* Homoskedastic (effectively an Ordinary Least Squares model) +* Heteroskedastic +* Unconstrained Blocks +* Guillaume (implements model described in Guillaume paper) + +Selecting either ``Unconstrained Blocks`` or ``Guillaume`` will enable the group variable controls towards the bottom of the GUI. + +Defining Contrasts for the Model +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + +After selecting variables to include in your model, you can enter contrasts based on those variables via the ``Contrast Setup`` panel at the right of the GUI. +Clicking ``Add Contrast`` will open the ``New Contrast Wizard`` GUI. + +.. figure:: _static/swe_contrast_wizard.png + + Sandwich Estimator Contrast Wizard GUI + +**Note** Due to peculiarities with MATLAB, some controls on this page may not respond unless you move the window with the top toolbar. We are still trying to address this issue. + +When this window opens, a Design Matrix should appear showing the values for all the variables you selected to be in your model. +Enter a name for the contrast, and then enter values for the contrast. After you enter the values for the contrast, click ``Update Contrast``. +This will display the contrast values in the bar chart at the right. + +The values for the contrast can be separated by spaces or commas, but must follow certain constraints: + +* The number of values must match the number of variables selected for your model +* You must have at least one positive contrast +* All positive contrasts must add to 1 +* If there are any negative contrasts, then the sum of all contrasts must equal 0 + +If these constraints are not met, an error in red will appear after clicking ``Update Contrast``. + +When you've entered in all the inputs for this contrast, click OK. +You will return to the main ``Sandwich Estimator Input`` window, and the new contrast should appear in the listbox under ``Contrasts``. +You can edit or remove existing contrasts by clicking the corresponding buttons. + +Finalizing the Inputs +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +Once you have all required inputs for the Sandwich Estimator, you can click the ``OK`` button at bottom, and you will return to the main ``NLA_GUI`` window. \ No newline at end of file