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intelligent-environments-lab / utx000

Analysis related to the many studies under the UTx000 banner, a project under the Whole Communities, Whole Health initiative.
MIT License
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UT3000 visual rework #12

Closed HagenFritz closed 4 years ago

HagenFritz commented 4 years ago

UT3000 Visuals to Update/Add

After the framework paper meeting, a few ideas were tossed around about how to view the data.

Overall ~Violin~ Plot

While it looks great, violin plots might not be appropriate anymore. They should be updated to swarm plots where high and low scores are side-by-side and the data points are colored according to the participant.

TST Scatter Plot

Now we can include all the data, but draw linear regression lines for each participant and include either an overall regression or an average regression.

The idea to add a third panel was tossed around, but this time with a random effect (?) introduced to each participant. CC mentioned using the LME4 package in R with pid as random effect.

REM and Restful

Remove the outlier

Beacon Heatmap

The beacon heatmap wasn't so much of a hit, but include all 3 beacons with all four variables to see at least what is going on.

HagenFritz commented 4 years ago

Done and included on overleaf