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Add generator for simualted or real confounded datasets #8

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dinga92 opened this issue Jun 16, 2020 · 2 comments
Open

Add generator for simualted or real confounded datasets #8

dinga92 opened this issue Jun 16, 2020 · 2 comments

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@dinga92
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dinga92 commented Jun 16, 2020

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@raamana
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raamana commented Jun 16, 2020

Some desirable properties for these generators include ability to specify multiple variables, levels of confounding per variable, and formulaic way to specify multivariate confounding (like interaction terms etc)

All of them doesn’t need to happen right away, by the design must allow for adding them over time.

@raamana
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raamana commented Jun 17, 2020

To represent advanced relationships between confounds (e.g. with named access for covariate values, and as well as named variables in formulae), it may be easier to base the generators on pyradigm. This is not urgent though.

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