For an identical version of this readme that has the repo’s contents hidden: https://MetzgerSK.github.io/shinyAdvReg
This repository houses various Shiny apps I’ve written for regression models typically taught in a MLE/GLM course. Apps will get added as I finish writing and cleaning up the code, so check back from time to time.
By being in a GitHub repo, the apps can be run directly via Binder using the links below. Other than clicking the link and waiting <~60 seconds, there’s nothing additional you need to install or do.
TL;DR: Click to launch an app.
mleLogit
lp_hetOV
heatmapFit
heatmapFit
package, as discussed in Esarey and Pierce’s “Assessing Fit Quality and Testing for Misspecification in Binary-Dependent Variable Models” (2012, Political Analysis). User uploads dataset with predicted probabilities and observed 0/1 DV, and in return, the app outputs the heatmap fit statistic and the associated plot (plus an option to export the plot). Written with Stata users in mind.mleOlogit
mleOlogit
displays two graphs with the proposed best-fit line and fake data, and this line updates as students select different slope + cutpoint values.ord_mnl
mleMNL
mleMNL
displays two graphs with the proposed best-fit line and fake data for Category A and Category B, and these lines update as students select different intercept + slope values for each category.ord_mnl
See above.
countOverZI
mleDurat
mleDurat
displays a graph with the proposed best-fit line and fake data, and this line updates as students select different intercept + slope values.whySurv
Found built image, launching...
appears under the “Build Logs” header (click ‘show’ link at header’s right to display the log), things are working fine.server running at https://...
displays (it should auto-redirect), either type that URL manually into your browser or hit refresh. Rinse and repeat until the app loads.shiny/appName?token=...
to rstudio/?token=...
. (Others won’t be able to see your edits.) There are additional Shiny apps for linear regression models here.
1: You can also technically load another app from the GitHub repo by modifying your current Binder session. The end of the current app’s URL will be shiny/appName?token=...
. Replace appName
in the URL with the other app’s name and hit Enter to load. ↩