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dashaasienga / Statistics-Senior-Honors-Thesis

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Simulation Results #33

Closed dashaasienga closed 2 months ago

dashaasienga commented 3 months ago

@katcorr

I hope you had a great weekend!

See https://github.com/dashaasienga/Statistics-Senior-Honors-Thesis/blob/main/R/Simulation-Results.pdf for preliminary results from the simulation! I have tables and visualizations displaying the 3 key performance measures in the simulation design (#32 ) and would love to discuss them as well as ideas for what else could be interesting to present/ what enhancements I could add to the existing ones! Feel free to skim, too, for a general idea :) We can walk through them during our meeting tomorrow, so there is no pressure to have looked at them closely beforehand.

See you tomorrow!

Best wishes, Dasha.

dashaasienga commented 3 months ago

(https://github.com/dashaasienga/Statistics-Senior-Honors-Thesis/blob/main/R/Simulation-Results.pdf) is updated with what we discussed from Tuesday, including the new visualizations.

In particular,

Table on the % that returned a solution and also met it by sample size:

Screen Shot 2024-04-04 at 15 10 35

Visual displaying the same:

Screen Shot 2024-04-04 at 15 09 49

Logistic regression performance on data sets that passed or failed the safety test for a given $\epsilon$:

Screen Shot 2024-04-04 at 15 13 18 Screen Shot 2024-04-04 at 15 18 50

Candidate solution performance on data sets that passed or failed the safety test for a given $\epsilon$:

Screen Shot 2024-04-04 at 15 13 38 Screen Shot 2024-04-04 at 15 14 51
dashaasienga commented 2 months ago

Closing this as completed -- see #32 for updates.