I have an insights workbook and I would like to display some stats in different cards like coefficient of dispersion and others like in the attached screenshot. I am pretty new to Insights, so I'm still trying to figure out how to use it. I do know the formulas for most of these stats, and the basic ones like average and median are in separate cards, I know a couple of these can be done with the regression model chart, but not all of them. Any help would be greatly appreciated.
You ae right, in Insights, many of these statistics are behind each card which your viewers can visualize. If you run a regression model and predict variables then the regression model will have some statistics in its data table.
The predicted variable should include the predicted fields and residual value etc. You can open this dataset to check out their formulas
We mostly have the statistics related to the analysis displayed in the application and some of the other measures you may want to calculate on your own.
If you are using ArcGIS Insights desktop or Enterprise deployment you can choose to create these statistics by using data added in insights with Python & R module. You can then add them as a screenshot into the analysis.
Hope this helps.