marcdotson / conjoint-ensembles

Using clever randomization and ensembling strategies to accommodate multiple data pathologies in conjoint studies.
MIT License
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Induce clever randomization for multiple pathologies #40

Closed marcdotson closed 5 years ago

marcdotson commented 5 years ago

We've approximately addressed ANA with an ensemble where we drop a single attribute level at random. Now we need to create a ensemble where we are jointing inducing clever randomization on the training data WRT attribute non-attendance and screening.

Let's apply the idea (in aggregate) from the joint strategy for the preliminary ensemble and part-worth coefficients from a single HMNL:

joint_ensemble

marcdotson commented 5 years ago

Combining common issues.