Comments (5)
I see the appeal of that, though I do have to say I like the current flow of keeping the missing data process different from the underlying (true) data generation process. They are two different processes, so I think I would like to keep them separate. As you know, though, I am very keen on being able to define the randomized treatment assignment in the data definition - that to me is a key part of the underlying data generation process. And the truncation obviously.
Maybe by excluding the missing data from this will simplify things so that it is not as big a lift once the new dataDef
arguments are in place.
from simstudy.
I see what you mean, makes sense. I will likely have time to look it over at the end of the week.
from simstudy.
Should be able to use trtAssign code, or some of it. I guess we would keep trtAssign as well.
from simstudy.
This just sparked an idea... we could possibly rework the data definitions / "dist" column to contain not only distributions but rather "modifications" that are applied to the data so: dists, trtAssign, addMissing, user defined functions(#71) ....
That way the complete data workflow would be contained in the definition and clearly readable, which, as i understood, is a high priority for you.
This would defintely be quite some work but could be of value and as we are considering breaking changes in several different places, it might be a good time to implement such sweeping changes (maybe as simstudy 1.0.0 ?)
from simstudy.
#71 and #75 both seem relevant!
from simstudy.
Related Issues (20)
- genCorGen can accomodate Normal distribution, but gives an error HOT 1
- Should we combine genCorData and genCorGen?
- Change assertPositiveDefinite to assertPositiveSemiDefinite
- Release simstudy 0.6.0 HOT 2
- add double-dot functionality for defSurv
- Generate unbalanced cluster sizes HOT 1
- Modify survParamPlot to allow x-axis limits HOT 1
- double dot notation not working properly in genSurv HOT 1
- Release simstudy 0.7.0
- Generating large data sets is slower than I thought HOT 8
- addCorGen can be quite slow
- genCorGen with varying cluster sizes
- Add flexibility to function logisticCoefs
- Treatment values change when `ratio` argument is used? HOT 6
- nonrandom distribution returns a single value when repeated values are expected HOT 1
- Release simstudy 0.7.1
- External variable in `logisticCoefs` call not recognized when inside function call HOT 9
- Create a longitudinal dataset is not just counting integers but reflects actual time points HOT 4
- genBlockMat() function doesn't exist HOT 2
- Release simstudy 0.8.0 HOT 1
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from simstudy.